Best Lead Mining Software - Page 3

How Many Lead Mining Software Products Does G2 Track?

Total Products under this Category: 174

Category Stats (Sep 2026)

  • Average Rating: 4.57/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: LeadsPlease (+2.4%) - Among all products in this category, LeadsPlease recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Lead Mining Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 45,600+ Authentic Reviews
  • 174+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Lead Mining Software

G2 Grid® for Lead Mining Software plotting products by satisfaction and market presence

Highlighted products: GTM Workspace - Powered by ZoomInfo, Apollo.io, Prospeo.io, Cognism, Apify, Instantly, Wiza, and RocketReach.

Underlying data: [Grid® JSON](https://www.g2.com/categories/lead-mining/grids.json?focus%5B%5D=gtm-workspace-powered-by-zoominfo&focus%5B%5D=apollo-io&focus%5B%5D=prospeo-io&focus%5B%5D=cognism&focus%5B%5D=apify&focus%5B%5D=instantly&focus%5B%5D=wiza&focus%5B%5D=rocketreach)

LeadIQ

LeadIQ is a sales prospecting platform that helps revenue teams find verified contact data, track buying signals, and personalize outreach at scale. It is designed for sales development representatives, account executives, RevOps teams managing CRM data quality, and go-to-market teams who need to build pipeline efficiently without manual data entry or tab-switching. LeadIQ combines contact and company intelligence with AI-powered prospecting tools, enabling users to identify the right contacts, capture and enrich their data, and push it directly into CRM and sales engagement platforms. The platform is built around three core access modes that all run on a single subscription: a browser extension with an AI agent, an MCP integration for AI workflow builders, and a developer API for programmatic access. Key features and capabilities include: - AI agent (Lando): An AI agent that lives inside the LeadIQ Chrome extension. It reads CRM data, understands any website, surfaces relevant contacts, and monitors champion movements in real time. When a key contact changes companies, it flags the move with updated contact information and a suggested outreach angle. Contacts can be captured, enriched, and synced to CRM in a single command. - Champion tracking: Monitors key contacts and alerts users the moment a champion moves to a new company, providing updated contact data and warm outreach context automatically. - CRM enrichment and data hygiene: Keeps CRM records accurate and up to date by enriching existing contacts with verified phone numbers, direct emails, and current company data, reducing data decay and improving the reliability of reporting and lead routing. - MCP integration: Connects LeadIQ's contact intelligence into AI workflows through the Model Context Protocol, allowing users to find verified contacts, enrich leads, and push data to their CRM through natural language prompts without switching tools. - API access: Gives technical teams programmatic access to LeadIQ's contact and company data for use cases like real-time enrichment, waterfall enrichment, form fill, lead routing, and lead scoring. LeadIQ is used by sales and revenue operations teams across industries to reduce time spent on manual prospecting, maintain cleaner CRM data, increase contact rates on warm leads, and improve reply rates through more relevant, timely outreach. All three access modes, the Chrome extension, MCP, and API, are included under one LeadIQ subscription.

Average Rating: 4.2/5.0

Total Reviews: 1,139

How Do G2 Users Rate LeadIQ?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.8/10 (Category avg: 9.2/10)
  • Quality of Support: 8.2/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind LeadIQ?

  • Seller: LeadIQ
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Santa Clara, CA
  • Twitter: @leadiq
    2,726 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    78 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Sales Development Representative
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Medium, 20% Large

What Do G2 Reviewers Say About LeadIQ?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of LeadIQ, highlighting its seamless integration and time-saving features for managing contacts.
  • Users appreciate the ease of use of LeadIQ, especially its efficient Chrome extension for streamlined prospecting.
  • Users love how LeadIQ offers efficient lead generation, drastically reducing time spent on tasks while ensuring accuracy.
  • Users appreciate the seamless integrations of LeadIQ, enhancing efficiency and streamlining their prospecting processes.
  • Users love the time-saving features of LeadIQ, streamlining their outreach and data management effortlessly.
Cons
  • Users experience issues with inaccurate data in LeadIQ, often facing missing emails and incorrect phone numbers.
  • Users find inaccuracy in contact data frustrating, leading to challenges in reaching prospects effectively.
  • Users experience inaccurate phone numbers with LeadIQ, leading to frustration and reliance on other tools for dialing.
  • Users find lead management issues with LeadIQ, particularly due to unreliable data and cumbersome contact handling.
  • Users find that data inaccuracy can be problematic, affecting the reliability of leads generated by LeadIQ.

What Are Recent G2 Reviews of LeadIQ?

What Are G2 Users Discussing About LeadIQ?

Leadsforge

Leadsforge is the #1 Search Engine In The World. With Leadsforge you can scan across 500M+ contacts in the world by having access to multiple databases. Think of it as ChatGPT/Google for finding leads in seconds.

Average Rating: 4.6/5.0

Total Reviews: 23

How Do G2 Users Rate Leadsforge?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.4/10 (Category avg: 9.2/10)
  • Quality of Support: 9.5/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 4.2/10 (Category avg: 10/10)

Who Is the Company Behind Leadsforge?

Who Uses This Product?

  • Who Uses This: Founder
  • Top Industries: Marketing and Advertising
  • Company Size: 100% Small

What Do G2 Reviewers Say About Leadsforge?

AI-generated summary from verified user reviews

Pros
  • Users commend the extensive lead generation capabilities of Leadsforge, enabling efficient filtering for targeted prospects.
  • Users value the seamless integrations of Leadsforge, enhancing efficiency in building targeted prospect lists and workflows.
  • Users appreciate the speed of lead generation with Leadsforge, allowing quick access to high-quality prospects.
  • Users value the accuracy of leads provided by Leadsforge, simplifying their outreach to the right contacts.
  • Users commend the excellent customer support of Leadsforge for its quick, personal, and helpful responsiveness.
Cons
  • Users find the learning curve too steep, struggling with the plethora of similar service names in Leadsforge.
  • Users note the need for improved data accuracy and clearer insights on freshness and verification status.
  • Users feel that Leadsforge is expensive due to additional costs for email validation, impacting overall value.
  • Users note the inaccurate data issue in Leadsforge, highlighting the need for costly validation to ensure reliability.
  • Users find the lack of limited contact information frustrating, as only emails and LinkedIn pages are provided.

What Are Recent G2 Reviews of Leadsforge?

Coldlytics

Coldlytics is a B2B lead generation platform that combines a searchable company database with an on-demand human research team, so you get prospect lists that are both fast and genuinely accurate. Most data providers sell access to the same recycled database as everyone else. Coldlytics works differently. You can search millions of companies instantly using natural language and filters like location, industry, revenue, headcount, and technology stack, then reveal verified decision-makers on demand. When you need contacts that no database has, our researchers build your list by hand and deliver it to your dashboard, typically within 24 hours. The platform is built around small businesses and the people who sell to them. Nine in ten contacts are owners or decision-makers, making Coldlytics a strong fit for marketing agencies, business coaches, SaaS founders, web designers, recruiters, accountants, IT providers, and wholesalers prospecting the SMB market. Key features include: 👉 Natural language company search across a database of US and international small businesses 👉 Instant contact reveals with verified emails, direct dials, and seniority data 👉 On-demand human research for niche or hard-to-find audiences 👉 Every email validated before you're charged, backed by a bounce-free guarantee 👉 30 days of exclusivity on researched contacts, so you're not racing competitors to the same inbox 👉 Built-in contact management with tags, filters, suppression handling, and CSV export 👉 Credit-based pricing with no long-term contracts, and a free plan with 25 leads per month, forever Coldlytics is for teams who care about reply rates, not just list size. Instead of exporting thousands of stale records, you get fresh, verified contacts for the exact niche you're targeting, whether that comes from our database in seconds or from a researcher who found what no database could.

Average Rating: 5.0/5.0

Total Reviews: 41

How Do G2 Users Rate Coldlytics?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.7/10 (Category avg: 9.2/10)
  • Quality of Support: 10.0/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 4.2/10 (Category avg: 10/10)

Who Is the Company Behind Coldlytics?

  • Seller: Coldlytics Ltd
  • Year Founded: 2021
  • HQ Location: New York, US
  • Twitter: @coldlytics
    300 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising
  • Company Size: 98% Small, 2% Medium

What Do G2 Reviewers Say About Coldlytics?

AI-generated summary from verified user reviews

Pros
  • Users praise Coldlytics for its exceptional customer support, with quick responses and reliable lead quality.
  • Users appreciate the helpful customer support of Coldlytics, which enhances their experience and lead generation efficiency.
  • Users praise Coldlytics for its high-quality lead generation, benefiting from responsive service and fresh data delivery.
  • Users find Coldlytics extremely easy to use, making lead searches efficient and effective for their businesses.
  • Users value Coldlytics for its fast turnaround of leads, ensuring high-quality data delivery efficiently.
Cons
  • Users find the interface non-intuitive, often needing to navigate extensively to complete their requests.
  • Users find the difficult navigation of Coldlytics frustrating, often leading to confusion when submitting requests.
  • Users face challenges due to inaccurate company data, needing to verify the true ownership of businesses.
  • Users often face inaccurate company information, leading to wasted time verifying business ownership details.
  • Users struggle with inaccurate data, particularly incorrect owner names, leading to wasted time in verification.

What Are Recent G2 Reviews of Coldlytics?

What Are G2 Users Discussing About Coldlytics?

FlashRev

FlashRev OS is a cutting-edge Agentic AI platform that enhances sales and customer experience (CX) by leveraging autonomous AI agents, omnichannel engagement, and hyper-personalized interactions. Our AI-powered solutions help businesses unlock 30% more conversions and achieve 25% higher customer retention while significantly reducing operational costs. Core Capabilities & Features - Unified GTM stack: FlashRev integrates multiple sales and outreach tools in one interface — from data enrichment, lead generation, outreach sequencing, to calling and engagement. - AI-driven prospecting & lead generation: It can generate high-quality lead lists using large B2B databases and data enrichment, help segment and prioritize leads, and perform real-time company research and analysis. - Omnichannel outreach: Supports outreach via multiple channels — email, phone (call), SMS / messaging / social — allowing companies to reach prospects in the way that works best. - Automated & high-volume calling: Through an “AI Parallel Dialer,” FlashRev can dial many contacts simultaneously (e.g. up to 10 at once), dramatically increasing outreach volume and improving connection rates. - Automated follow-up & messaging sequences: Once leads are identified, FlashRev can run outreach sequences — sending personalized emails or messages automatically, following up, and managing schedule/appointments. - CRM and CRM-stack integration: FlashRev integrates with existing CRM tools, enabling seamless workflow from lead generation to deal tracking.

Average Rating: 4.6/5.0

Total Reviews: 664

How Do G2 Users Rate FlashRev?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.2/10 (Category avg: 9.2/10)
  • Quality of Support: 9.4/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind FlashRev?

  • Seller: FlashIntel
  • Year Founded: 2022
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    72 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Sr. BDR
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 56% Medium, 37% Small

What Do G2 Reviewers Say About FlashRev?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of FlashRev, finding it highly accessible and beneficial for team management.
  • Users value the simplicity and powerful AI features of FlashRev, which enhance team management and lead generation.
  • Users praise FlashRev for its powerful lead generation capabilities, streamlining their sales processes with multiple efficient features.
  • Users highlight the automation features of FlashRev, enhancing efficiency in lead generation and team management.
  • Users praise FlashRev for its simplicity and exceptional AI capabilities, significantly enhancing sales intelligence and team management.
Cons
  • Users note the outdated data issue, which can affect the accuracy of lead generation with FlashRev.
  • Users often deal with outdated information from FlashRev, leading to inaccuracies that waste time and create false hopes.
  • Users experience inaccurate data occasionally, requiring extra effort to filter for reliable prospect information.
  • Users raise concerns about data inaccuracies in FlashRev, highlighting outdated information affecting lead generation efforts.
  • Users note that data accuracy issues arise from outdated records, impacting the effectiveness of FlashRev's lead generation.

What Are Recent G2 Reviews of FlashRev?

Leadinfo

Leadinfo is a B2B website visitor identification and lead generation software that helps sales and marketing teams identify which companies visit their website and turn anonymous traffic into actionable leads. Your website attracts high-value leads, but 98% of your traffic remains anonymous. Leadinfo will reveal these companies that are already searching for you, including relevant company details such as industry, location, financial information and company size. This allows teams to prioritize high-intent visitors, follow up with more relevant outreach, and improve lead quality across the funnel. Leadinfo is commonly used by B2B companies and digital agencies that want to strengthen inbound performance, accelerate sales follow-up, and improve visibility into which organizations show interest before a form is submitted. In addition to identifying visiting companies, Leadinfo supports lead capture through on-site conversion tools and automation features. Users can route leads to CRM systems, trigger workflows based on visitor behavior, and align sales and marketing follow-up through integrations and notifications. The platform is designed for day-to-day use by teams who need clear insights into website demand and structured ways to act on it. Leadinfo is used across industries such as SaaS, business services, manufacturing, IT, and professional services, and supports international use through coverage across multiple countries. Key features and value points include: - Website visitor identification using a global database of companies and contact data - Visitor behavior insights such as pageviews, visit frequency, and engagement patterns - Lead capture tools (Leadbot) to convert visitors into inbound leads - Automation and follow-up workflows (Autopilot) to trigger actions in sales and marketing based on intent - 70+ integrations with CRM, email, and marketing platforms to support structured lead management and reporting. - Leadinfo is 100% GDPR-compliant. Leadinfo follows the seven important principles of the GDPR, which regulates the protection of personal data in the EU. Leadinfo is trusted by 15.000+ users worldwide. Sign-up for a free trial to discover your website potential and start growing more and better leads today!

Average Rating: 4.3/5.0

Total Reviews: 808

How Do G2 Users Rate Leadinfo?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.1/10 (Category avg: 9.2/10)
  • Quality of Support: 8.8/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Leadinfo?

  • Seller: Leadinfo
  • Company Website:
  • Year Founded: 2017
  • HQ Location: Capelle aan den IJssel, South Holland
  • LinkedIn® Page: www.linkedin.com
    105 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Marketing Manager
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 77% Small, 20% Medium

What Do G2 Reviewers Say About Leadinfo?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Leadinfo, with its intuitive setup and straightforward interface.
  • Users value the lead generation capabilities of Leadinfo, enhancing sales through insightful visitor data and integration.
  • Users appreciate the detailed analytics of Leadinfo, enabling granular insights and easy export for informed decision-making.
  • Users value the immediate functionality and helpful support of Leadinfo, enhancing their lead generation and analytics capabilities.
  • Users value the insights on leads and user behavior, enhancing their ability to drive sales effectively.
Cons
  • Users express concerns about the lack of detailed information on leads, hindering effective business identification.
  • Users find filtering issues with Leadinfo frustrating, desiring more effective ways to segment and manage prospects.
  • Users face challenges with lead quality, citing lack of details and irrelevant organizations affecting usability.
  • Users criticize the high costs of Leadinfo, suggesting pricing adjustments and better renewal notifications for transparency.
  • Users are frustrated by poor filtering, resulting in irrelevant prospects cluttering their visitor queue.

What Are Recent G2 Reviews of Leadinfo?

What Are G2 Users Discussing About Leadinfo?

Clodura.AI

Clodura.AI — GenAI Go-to-Market Platform. From Database to Deal Closure. Clodura.AI is a Series A funded GenAI Go-to-Market platform trusted by 73,000+ sales professionals worldwide. It is the only platform that unifies your complete revenue workflow — data, intelligence, AI-powered outreach, calling, and deliverability — without requiring a multi-tool stack. Most GTM teams are paying for four to six tools that don't talk to each other. Clodura.AI was built to replace that stack with one platform that runs the full motion: find the right contacts, understand the buying context, reach out with messages that earn replies, and track outcomes — all in one place. The Database 600M+ verified B2B contacts and 50M+ company profiles with deep organizational intelligence. Emails and mobile numbers verified in real time through integrations with 50+ email providers and 20+ dialer networks — so your team is always working with data that is accurate at the moment of use, not at the moment of export. Email Verifier Every contact unlocked inside Clodura is verified in real time before it reaches the user. Clodura.AI's Email Verifier extends that same engine to externally sourced lists — CRM exports, trade show leads, LinkedIn contacts, purchased databases — without requiring a separate subscription or tool. Two verification tiers: Standard: Covers syntax checks, domain validation, and SMTP verification. Suited for warm databases and existing CRM records. Deep: Adds catch-all domain detection and identification of SEG-protected inboxes (Proofpoint, Mimecast, Barracuda). Built for cold outreach into enterprise accounts where deliverability risk is highest. Single email verification returns results inline. Bulk CSV uploads up to 100MB run through a High Volume pipeline. Both tiers run on existing Clodura credits — no separate invoice, no third-party account to manage. Atlas — Agentic SDR Atlas is Clodura.AI's Agentic SDR. It does not send templates. It writes a completely original email from scratch for every prospect — based on individual research across three intelligence layers. Seller Intelligence: Atlas analyzes your website and offer to build a deep understanding of your value proposition and competitive position before writing a single word. Buyer Company Intelligence: For every target account, Atlas evaluates funding signals, tech stack, hiring patterns, recent news, and leadership changes — identifying genuine buying readiness rather than demographic fit alone. The EQ Engine: Atlas profiles each individual prospect at the psychographic level: negotiation style, communication preferences, technology adoption profile, and career trajectory. A CMO six months into a new role has different priorities than one with five years of tenure. Atlas identifies which is which — and writes accordingly. The training behind Atlas is Atlas University — a four-semester curriculum built on 10 million successful outbound emails, 5 million subject lines, and 100,000+ A/B campaigns. Seven proven sales frameworks (Sandler, Challenger, SPIN, SNAP, Straight Line, and more) are matched to each prospect's psychographic profile at 95% accuracy. Every Atlas sequence follows a structured five-phase cadence: Hook → Value → Proof → Bump → Breakup. Every sequence is reviewed by a human before the full campaign goes live. Your team sees sample emails per prospect, can edit or regenerate any message, and controls what goes out — before a single email reaches an inbox. The results Atlas campaigns consistently deliver: Open rates: 40%+ (industry average: below 10%) Reply rates: 4%+ (industry average: 0.5% — an 8X improvement) 95% Primary inbox placement Every email original — written from scratch per prospect CallPilot — Integrated Dialer CallPilot is Clodura.AI's built-in calling layer. Make calls directly from the platform with local presence dialing, call recording, and activity logging — without switching to a separate dialer. Multi-channel outreach managed in one place, with full visibility on every touchpoint. Deliverability Suite Inbox health is engineered into the platform, not bolted on. Before any campaign goes live: Spam Score — every email is analyzed against dozens of spam filter algorithms and flagged for correction before sending Inbox Placement Testing — campaigns are tested against 250,000+ diverse test inboxes spanning every major email provider and enterprise security configuration Inbox Warmup — domain and mailbox warmup built in to protect sender reputation at scale Exact placement is verified — Primary, Promotions, or Spam — and only campaigns achieving high Primary placement rates proceed to launch. Clodura.AI consistently achieves 95% Primary inbox placement. Pricing and Scale Credit-based pricing with unlimited users. No per-seat tax on team growth. Whether you're a founder running outbound yourself or a RevOps team standardizing a 50-person sales org, the pricing model scales without penalizing headcount. Why GTM Teams Switch to Clodura.AI The typical sales stack costs $15,000–$40,000+ per year across separate tools for data, enrichment, sequencing, calling, and deliverability. Each tool requires its own login, its own integration, its own contract, and its own failure mode. Clodura.AI consolidates that motion into one platform — with a single data layer, a single outreach system, and a single source of truth for pipeline activity. From database to deal closure. All in one platform. Start free: https://www.clodura.ai/app/#/auth/register?utm_source=G2_bio&utm_medium=referral Book a Demo: https://www.clodura.ai/request-demo/?utm_source=G2_bio&utm_medium=referral

Average Rating: 4.6/5.0

Total Reviews: 334

How Do G2 Users Rate Clodura.AI?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.5/10 (Category avg: 9.2/10)
  • Quality of Support: 9.0/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 7.0/10 (Category avg: 10/10)

Who Is the Company Behind Clodura.AI?

  • Seller: Clodura
  • Year Founded: 2015
  • HQ Location: Baner, Pune, IN
  • Twitter: @Clodura
    580 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    86 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, CEO
  • Top Industries: Information Technology and Services, Marketing and Advertising
  • Company Size: 65% Small, 25% Medium

What Do G2 Reviewers Say About Clodura.AI?

AI-generated summary from verified user reviews

Pros
  • Users find Clodura.AI very easy to use, appreciating its reliable data and excellent customer support.
  • Users appreciate the checked and pre-verified lead contacts of Clodura.AI, enabling efficient lead generation in new markets.
  • Users value the most current contact information in Clodura.AI, making outreach effortless and effective.
  • Users appreciate the comprehensive database of Clodura.AI, enabling effective targeting of decision-makers in their market.
  • Users find the user-friendly interface of Clodura.AI incredibly helpful, streamlining lead generation efficiently.
Cons
  • Users note a steep learning curve with Clodura.AI, requiring additional training and effort to achieve good results.
  • Users face challenges with inaccuracy, experiencing high bounce rates and unreliable email data from Clodura.AI.
  • Users find the information outdated, requiring additional verification elsewhere, which hampers the overall lead generation process.
  • Users find the missing features in Clodura.AI limiting, particularly the lack of an in-built CRM and diverse intent types.
  • Users note the outdated data issue in Clodura.AI, leading to high bounce rates and accuracy concerns.

What Are Recent G2 Reviews of Clodura.AI?

What Are G2 Users Discussing About Clodura.AI?

Warmly

Warmly is an AI-native revenue platform built for B2B companies. Headquartered in San Francisco, Warmly deploys two AI agents that run your entire go-to-market motion - the TAM Agent for outbound and the Inbound Agent for website conversion. Together, they identify, engage, and convert buyers into pipeline around the clock, with no reliance on manual headcount. Most revenue teams are stuck in the same loop. SDRs spend hours researching accounts, building lists, and sending outreach that rarely lands at the right moment. Meanwhile, the website - the highest-intent channel in the entire funnel - quietly loses buyers every single day. Visitors show up, look around, and leave without ever talking to a human. By the time a rep follows up, the window is closed. In a world where 78% of buyers choose the vendor that responds first, speed and precision are everything. Meet Warmly's two AI agents. They work your inbound and outbound motions simultaneously, 24/7, without burning headcount. The TAM Agent handles outbound. It maps your entire addressable market, scores accounts by ICP fit and real-time buying intent, and automatically identifies the right contacts within each buying committee. From there, it orchestrates coordinated campaigns across email, LinkedIn, and ads - reaching the right person, at the right time, with the right message, across the right channel. As signals shift, the TAM Agent reprioritizes in real time, always focusing on the accounts most likely to convert. The Inbound Agent works your website. It identifies every visitor at the person level - not just the company - and instantly understands where they are in the buying journey. High-intent visitors are greeted with AI-powered chat, live demos, personalized offers, and one-click meeting booking. Hot leads get routed to the right rep the moment they arrive. Anyone who leaves without converting gets re-engaged through automated follow-up and LinkedIn ad retargeting. Your website stops leaking pipeline. Both agents run on the Warmly Context Graph - a unified data layer combining 250+ signals, 400 million B2B contacts, and first, second, and third-party intent data into a complete picture of every account and contact. Every interaction feeds back into the system, so the agents get smarter over time. Companies like TrustArc, TigerGraph, Kadence, and Innerspace have replaced costly SDR services with Warmly's AI agents - cutting CAC by 50%, and eliminating $20,000 to $40,000 a month in outsourced SDR costs.

Average Rating: 4.5/5.0

Total Reviews: 242

How Do G2 Users Rate Warmly?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.2/10 (Category avg: 9.2/10)
  • Quality of Support: 9.2/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 7.5/10 (Category avg: 10/10)

Who Is the Company Behind Warmly?

  • Seller: Warmly
  • Company Website:
  • Year Founded: 2020
  • HQ Location: San Francisco, CA
  • Twitter: @warmlyai
    526 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    57 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 77% Small, 21% Medium

What Do G2 Reviewers Say About Warmly?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the lead generation capabilities of Warmly, enabling quick engagement with interested prospects effectively.
  • Users find Warmly's intuitive interface and real-time insights incredibly helpful for effective account-based marketing strategies.
  • Users appreciate the ease of use of Warmly, noting its fast setup and clear, professional dashboard.
  • Users value the seamless integrations of Warmly, enhancing real-time insights and team responsiveness to website visitors.
  • Users value the easy setup of Warmly, appreciating the quick sign-up and immediate results from the platform.
Cons
  • Users report data inaccuracy issues with Warmly, leading to frustrating experiences and unreliable visitor identification.
  • Users find the pricing of Warmly to be expensive for a product aimed at small to medium businesses.
  • Users report notable inaccuracy in visitor identification, especially with smaller companies and shared networks, affecting usability.
  • Users experience inaccurate data with Warmly, reporting frequent misidentifications and unreliable visitor tracking.
  • Users find limited integrations frustrating, as they lead to higher costs and inefficient use of resources.

What Are Recent G2 Reviews of Warmly?

Wappalyzer

Wappalyzer is a web technology profiler and leads data provider. With thousands of technologies tracked across websites of millions of companies, Wappalyzer helps you to identify new prospects and increase your addressable market.

Average Rating: 4.7/5.0

Total Reviews: 57

How Do G2 Users Rate Wappalyzer?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.3/10 (Category avg: 9.2/10)
  • Quality of Support: 9.1/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 8.3/10 (Category avg: 10/10)

Who Is the Company Behind Wappalyzer?

  • Seller: Wappalyzer
  • Year Founded: 2008
  • HQ Location: Melbourne, VIC
  • Twitter: @Wappalyzer
    3,618 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 60% Small, 29% Medium

What Do G2 Reviewers Say About Wappalyzer?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Wappalyzer, enjoying fast setup and seamless browser integration for tech insights.
  • Users praise Wappalyzer for its accurate and detailed data, making lead generation efficient and actionable.
  • Users appreciate the automation capabilities of Wappalyzer, which streamline the detection and analysis of web technologies.
  • Users love the easy integration and automatic detection of technologies on websites with Wappalyzer’s Chrome extension.
  • Users appreciate how Wappalyzer's quick visibility into technology stacks streamlines prospecting and enhances conversion rates.
Cons
  • Users find the limited credits of Wappalyzer insufficient for their needs, hindering usability and exploration.
  • Users note that Wappalyzer has a slow loading time, which can impact browser performance during use.
  • Users express frustration with data inaccuracy in Wappalyzer, which affects the reliability of tech stack identification.
  • Users find Wappalyzer expensive since essential features require a subscription, limiting access to key data tools.
  • Users experience inaccurate data from Wappalyzer, making it hard to trust the reported tech stacks for websites.

What Are Recent G2 Reviews of Wappalyzer?

What Are G2 Users Discussing About Wappalyzer?

Versium REACH

Versium REACH is a B2B2C marketing data platform that helps marketers find, enrich, and activate the right audiences — faster and with greater accuracy than traditional data providers. Versium REACH cab append 100+ consumer and business attributes to your contact lists, dramatically improving match rates across paid media and contact rates across email, SMS, direct mail, and more. Customers see up to a 520% improvement in match rates, enabling better targeting, less wasted spend, and more pipeline from every campaign. Built for modern marketing stacks, the Versium REACH MCP Server is AI-compatible, and robust Versium APIs integrate with the tools your team already uses. What Versium REACH helps you do: -Enrich and cleanse contact lists at scale -Improve custom online audience match rates across ad platforms -Activate AI-ready data pipelines for smarter workflows -Connect business and consumer personas with identity resolution

Average Rating: 4.8/5.0

Total Reviews: 38

How Do G2 Users Rate Versium REACH?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.6/10 (Category avg: 9.2/10)
  • Quality of Support: 9.6/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Versium REACH?

  • Seller: Versium
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Redmond, WA
  • Twitter: @versiumsocial
    734 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Real Estate, Information Technology and Services
  • Company Size: 61% Small, 42% Medium

What Do G2 Reviewers Say About Versium REACH?

AI-generated summary from verified user reviews

Pros
  • Users commend the high accuracy of Versium REACH, highlighting its impressive 99% match rate and ease of use.
  • Users value the accurate data mapping in Versium REACH, noting its impressive 99% match accuracy.
  • Users praise Versium REACH for its affordability and cost-effective features, allowing for efficient data appends.
  • Users appreciate the automation capabilities of Versium REACH, enhancing efficiency and competitive advantage in data appends.
  • Users value the accurate contact information from Versium REACH, enhancing their outreach and competitive edge.

What Are Recent G2 Reviews of Versium REACH?

PipeCandy

PipeCandy is a market intelligence platform with insights on a million+ eCommerce & D2C brands. CPG & D2C brand owners & eCommerce managers use our insights to track digital channels (D2C & marketplaces), category trends & consumer perceptions. Product managers of eCommerce, adtech & fintech use our data to build analytical applications. High performing sales teams at tech & 3PL companies use our data to do TAM research and to build relevant lead lists. We are Nielsen+ZoomInfo for eCommerce.

Average Rating: 4.3/5.0

Total Reviews: 33

How Do G2 Users Rate PipeCandy?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.9/10 (Category avg: 9.2/10)
  • Quality of Support: 9.1/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 9.0/10 (Category avg: 10/10)

Who Is the Company Behind PipeCandy?

  • Seller: PipeCandy
  • Year Founded: 2016
  • HQ Location: Walnut, CA
  • Twitter: @PipeCandyHQ
    1,539 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Medium, 34% Small

What Are Recent G2 Reviews of PipeCandy?

What Are G2 Users Discussing About PipeCandy?

Pharow

Pharow is the easiest B2B prospecting tool to boost your appointments and B2B sales. In 3 clicks, you find your future customers and their contact details. Our platform allows you to find and segment your prospects based on insights (growth, recruitment, technology used, etc.) find their contact details and send them to your CRM. We have on our platform more than 1 million companies, 5 million professional decision makers and 1324 filters to allow you to target your prospects and make the right decisions for your business development. If you want to move up a gear in your prospecting, come and test Pharow.

Average Rating: 4.9/5.0

Total Reviews: 14

How Do G2 Users Rate Pharow?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.8/10 (Category avg: 9.2/10)
  • Quality of Support: 10.0/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 3.3/10 (Category avg: 10/10)

Who Is the Company Behind Pharow?

  • Seller: Pharow
  • Year Founded: 2020
  • HQ Location: Montreuil, FR
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 79% Small

What Are Recent G2 Reviews of Pharow?

PX

The PX platform is all about optimization. Buyers and publishers benefit through two vehicles: The PX Open Exchange is a marketplace with 500+ integrated and pre-vetted lead sources and direct publishers with over 3 million consumer inquiries per month. It’s a huge pool of available leads — and a single means to measure multiple sources simultaneously. If you have direct publisher relationships, PX Private Marketplaces let you keep it 1-to-1, and further optimize with all the tools and insights of the Open Exchange, including real-time pricing, pre-integrated lead verification services, and sales-data performance measures. The PX platform addresses the primary challenges brands face in customer acquisition: Compliance, Transparency, Source Management, Control, and Results

Average Rating: 3.8/5.0

Total Reviews: 18

How Do G2 Users Rate PX?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.1/10 (Category avg: 9.2/10)
  • Quality of Support: 8.5/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 7.3/10 (Category avg: 10/10)

Who Is the Company Behind PX?

  • Seller: PX
  • Year Founded: 2010
  • HQ Location: New York, New York
  • Twitter: @pxplatform
    172 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    150 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 53% Small, 26% Medium

What Are Recent G2 Reviews of PX?

Kaspr

Kaspr automatically retrieves contact details on LinkedIn. Simply sign up for free and start using our Chrome Extension to get instant access to the contact details of prospects. Manage your prospects in the dashboard by enriching the data, creating LinkedIn outreach campaigns, and integrating with all your favorite sales applications. Over 40,000 users across various industries have adopted the Kaspr Google Chrome extension to get qualified, accurate and GDPR & CCPA aligned B2B data. Take the time out of prospecting, focus on selling instead. Now with access to unlimited B2B emails for free. Sign up with no credit card required.

Average Rating: 4.4/5.0

Total Reviews: 827

How Do G2 Users Rate Kaspr?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.8/10 (Category avg: 9.2/10)
  • Quality of Support: 8.6/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Kaspr?

  • Seller: Kaspr
  • Company Website:
  • Year Founded: 2018
  • HQ Location: New-York
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Business Manager, CEO
  • Top Industries: Information Technology and Services, Staffing and Recruiting
  • Company Size: 68% Small, 23% Medium

What Do G2 Reviewers Say About Kaspr?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Kaspr, appreciating its simplicity and speed for retrieving contact information.
  • Users value the ease of use and accuracy in contact extraction to enhance their sales network.
  • Users appreciate the seamless LinkedIn integration of Kaspr, enhancing lead exploration with convenient pop-up information.
  • Users praise Kaspr for its accurate and efficient information, making lead exploration seamless with its Chrome extension.
  • Users appreciate the intuitive setup of Kaspr, enhancing efficiency with easy navigation and seamless lead exploration.
Cons
  • Users find the limited credits annoying, as the system depletes quickly during high volume sourcing efforts.
  • Users are frustrated by lead management issues in Kaspr, especially with credit limitations and outdated contact information.
  • Users find the credit limitations challenging, as it depletes quickly during high volume lead sourcing.
  • Users find Kaspr expensive due to the need for additional subscriptions and limited trial credits for effective lead searching.
  • Users find the inefficient verification process frustrating, often leading to outdated or incomplete contact information.

What Are Recent G2 Reviews of Kaspr?

What Are G2 Users Discussing About Kaspr?

LeadGnome

LeadGnome is an innovative web service that mines email to derive net new contacts, enhance existing leads, and deliver actionable sales intelligence. Our innovative service works equally well for account based marketing (ABM) and account based sales development (ABSD) teams. LeadGnome helps sales and marketing alignment by gathering critical information about target accounts. Example Marketing Use Cases: - Penetrate target accounts - Build and maintain your marketing database - Identify replacement contacts for leads that have left the company - Capture opt-out requests Example Sales Use Cases: - Deepen and broaden account intelligence - Increase connection rate by pinpointing when contact is in the office - Help map account contacts - Reduce data entry

Average Rating: 4.9/5.0

Total Reviews: 10

How Do G2 Users Rate LeadGnome?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Ease of Admin: 9.4/10 (Category avg: 9.2/10)
  • Quality of Support: 10.0/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 3.3/10 (Category avg: 10/10)

Who Is the Company Behind LeadGnome?

  • Seller: LeadGnome
  • Year Founded: 2014
  • HQ Location: Boston, MA
  • Twitter: @LeadGnome
    4,784 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Medium, 20% Small

What Are Recent G2 Reviews of LeadGnome?

What Are G2 Users Discussing About LeadGnome?

Skylead

Skylead is a LinkedIn automation and cold email outreach platform built primarily for agencies, as well as sales teams that want to automate prospecting, outreach, and lead conversations from one place. Instead of switching between multiple tools, Skylead brings for you the entire sales process into one platform: from finding accounts and leads, enriching data, running campaigns, and AI-handled replies. Who is Skylead for? Skylead is built primarily for agencies that want to scale their services, manage multiple clients, and turn their sales expertise into repeatable processes. It is also designed for SDRs, sales teams, and founders who want to automate prospecting, AI data enrichment, multichannel outreach and AI reply handling. Key features 1. Account-Based Prospecting & B2B Database - Find companies and decision-makers directly inside Skylead using its built-in B2B database and advanced filters. - Research target accounts, identify the right contacts, save prospects to lists, and move qualified leads directly into campaigns without exporting spreadsheets or switching platforms. - Build highly targeted account lists around their ideal customer profile before outreach even begins. 2. AI Data Enrichment - Enrich companies and contacts with information such as roles, skills, company details, websites, technologies used, open positions, funding information, and other relevant signals with AI. - Create custom AI prompts, generate personalized icebreakers, and turn enriched data into custom variables that can be used throughout outreach campaigns. - Skylead does not add a margin to enrichment provider costs. Thanks to aggregated usage and negotiated provider pricing, enrichment costs can be up to 95% lower than comparable solutions. 3. LinkedIn + Cold Email Automation - Skylead Smart Sequences combine LinkedIn messages and emails, with if/else conditions into dynamic multichannel workflows. - Sequences automatically branch according to each prospect's situation or actions, helping users reach leads through the most appropriate channel without manually managing every follow-up. - Connect unlimited email accounts, rotate sending between inboxes, and warm up an unlimited number of email accounts at no additional cost. 4. AI SDR - Let Skylead’s AI SDR take over lead conversations from the moment a prospect replies on LinkedIn or email through qualification, objection handling, follow-ups, and ultimately booking a meeting. - For agencies, AI Training Sets make it possible to productize sales expertise. An agency can create its own Training Sets, improve them continuously through feedback, and deploy them across client campaigns so clients can benefit from the agency's sales methodology. - This allows agencies to scale both done-for-you and done-with-you services without manually handling every client conversation. 5. Agency Platform & White Label - Get complete Agency dashboard with centralized view of client performance, activity, and account health, with built-in risk detection that flags high-risk seats early so you can step in before performance drops or clients churn. - White-label capabilities include custom logos, colors, branding, landing page imagery, custom subdomains, branded customer support, and a branded Help Center. - Agencies can also control access through granular user permissions, allowing different clients and team members to access only the parts of the platform they need. Pricing Unlike traditional sales tools that charge agencies for every individual seat, Skylead offers flat pricing for agencies designed to protect margins as agencies grow: $999/month for up to 50 seats $1,999/month for unlimited seats For individual sales teams, Skylead's all-in-one outreach plan is $100 per seat/month. AI SDR and AI Data Enrichment use a credit-based model starting at $1 per 100 credits. Skylead does not add a profit margin to these credits; pricing is based on the underlying costs of providers such as OpenAI, Bright Data, PredictLeads, and other integrated data sources. Start a 7-day free trial at https://dash.skylead.io/register

Average Rating: 4.5/5.0

Total Reviews: 127

How Do G2 Users Rate Skylead?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Ease of Admin: 8.6/10 (Category avg: 9.2/10)
  • Quality of Support: 9.1/10 (Category avg: 9.1/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind Skylead?

  • Seller: Skylead
  • Year Founded: 2019
  • HQ Location: London, GB
  • Twitter: @skyleadio
    39 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 58% Small, 39% Medium

What Do G2 Reviewers Say About Skylead?

AI-generated summary from verified user reviews

Pros
  • Users commend Skylead for its effective predictive analytics, facilitating proactive lead targeting and efficient outreach strategies.
  • Users value Skylead for its lead generation capabilities, which enhance targeting and engagement for optimal prospecting.
  • Users value the LinkedIn Integration of Skylead for its effective outreach and engagement across platforms.
  • Users value Skylead's predictive analytics capabilities, enabling proactive targeting and effective engagement across platforms.
  • Users rave about the seamless LinkedIn automation and effective email solutions Skylead provides for streamlined outreach.
Cons
  • Users express frustration over the lack of native CRM integrations, preferring a more seamless experience without third-party tools.
  • Users find the learning curve challenging for Skylead, making it difficult for teams to adapt to its features.
  • Users find the complexity of email marketing segmentation in Skylead to be somewhat challenging and confusing.
  • Users find the complex usability of Skylead frustrating, particularly regarding email marketing and segmentation challenges.
  • Users experience delays in problem resolution, often attributed to increased workload affecting service speed.

What Are Recent G2 Reviews of Skylead?

What Are G2 Users Discussing About Skylead?

Alanna Iwuh
A
Researched and written by Alanna Iwuh
Updated October 3, 2024