--- title: TinyFish Reviews meta_title: 'TinyFish Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 23 reviews by the users' company size, role or industry to find out how TinyFish works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 23 scale: '5' date_modified: '2026-09-06' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # TinyFish Reviews **Vendor:** TinyFish **Category:** [Web Data Providers Software](https://www.g2.com/categories/web-data-providers) **Average Rating:** 4.5/5.0 **Total Reviews:** 23 **AI Verified:** At least 10 G2 reviewers have confirmed using this product's AI features and functionality. ## About TinyFish TinyFish is a unified web operations platform built for AI agents and AI applications. It enables developers to search the live web, extract clean structured content, browse dynamic websites, and automate authenticated workflows through a single platform. By providing reliable access to current web data and web interactions, TinyFish helps AI systems deliver more accurate answers, reduce operational complexity, and scale production workloads. ## TinyFish Reviews ### 1. Experience with TinyFish Accelerator Programme. **Rating:** 5.0/5.0 stars **Reviewed by:** Ankshuk R. | Specialist Programmer, Enterprise (> 1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** September 02, 2026 **What do you like best about TinyFish?** Tinyfish provides exclusive AI agents that can actually surf websites and return structured outputs. They support different trigger modes, including API-triggered and headless modes, as well as geo-specific mode. There is also a silent crawling mode. These are goal-oriented agents, not just tools. Each search session is available and integratable via streamable APIs, and every session includes logs that can be pulled through separate APIs. If Tinyfish is used within other websites, we can be reassured that we don’t need to host LLMs or build and maintain a system for managing search sessions, history, and related details—Tinyfish takes care of all of that. Parallel sessions are also possible, which helps improve the speed of research. The UI has the sessions, it holds profiles and is sleek. The pricing is optimal. The communities are well present and active for any help and getting started is really easy. **What do you dislike about TinyFish?** Tinyfish web sessions or instances are independent and do not share information with each other. So, if we need a parent-child relationship between browser sessions and want certain parts of a campaign to run in parallel mode, it becomes difficult. For example, if we want agents to trigger multiple parallel sub-sessions, each with its own browser, while still sharing the data collected across those browsers, that kind of feature is not available. **What problems is TinyFish solving and how is that benefiting you?** Tinyfish solves the problem of web-related research agent. so in case we need a campaign-like feature in our application we can easily just integrate this rather than building a system to maintain and scale web agents. This also solves the step-by-step exploration of websites and automation testing. Here we do not need to have automation scripts made and maintained every time, since Tinyfish dynamically works with the websites, it can do testing with just natural language instructions as input and generate reports in any asked format. ### 2. Powerful AI Browser Automation for Real-World Web Workflows **Rating:** 4.0/5.0 stars **Reviewed by:** Jessica M. | CTO, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 28, 2026 **What do you like best about TinyFish?** What I like most about TinyFish is how it lets AI agents interact with real websites and complete tasks through the browser instead of being limited to APIs or static data. This makes it especially useful for automating workflows that would normally require manually navigating websites, extracting information, and taking actions across different web services. The biggest value for me is the combination of AI intelligence and browser automation. It allows me to turn a natural-language goal into an actionable workflow, which can significantly reduce repetitive work. I also like the potential for integrations because the same approach can be applied across websites without needing to build a custom integration for every individual service. The overall experience makes TinyFish feel less like a simple scraping tool and more like infrastructure for building practical AI agents that can actually operate on the web. On a daily basis, TinyFish is incredibly smooth to integrate into our automated pipelines. The interface—whether using their REST API, TypeScript SDK, or CLI—is intuitive and cuts out the huge headache of managing browser servers, proxies, and anti-bot bypass mechanisms manually. The sub-250ms cold starts mean our agents execute web actions instantly without hanging. It provides a seamless, developer-friendly experience that removes the clunkiness of old web scraping stacks. **What do you dislike about TinyFish?** The main area I think TinyFish could improve is the learning curve around building and debugging more complex browser-agent workflows. The basic concept is powerful, but when an agent encounters an unexpected website state or a workflow fails midway, it would be helpful to have even more detailed debugging information and clearer visibility into exactly what the agent attempted. I’d also like to see broader integrations, more examples for advanced use cases, and clearer guidance around performance and pricing as workflows scale. These improvements would make it easier to move from experimenting with TinyFish to confidently using it in production. **What problems is TinyFish solving and how is that benefiting you?** TinyFish solves the problem of automating web-based tasks that would normally require manually navigating websites or building separate integrations for every service. Instead of relying entirely on APIs, I can use AI agents to interact with real websites, retrieve information, and carry out multi-step workflows. This benefits me because I work on AI and automation projects where connecting different web services can otherwise take significant development time. TinyFish reduces the amount of repetitive browser work and makes it easier to prototype practical AI agents that can operate on the web. It also opens up use cases that would be difficult to automate through traditional APIs alone, allowing me to focus more on the product logic and user experience rather than maintaining custom integrations for every website. ### 3. TinyFish Turns URLs into Trustworthy, Extractable Text in One Call **Rating:** 5.0/5.0 stars **Reviewed by:** Henry M. | Community Associate, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** TinyFish is the page-scrape layer I actually trust after a search API. I run Tavily for broad hits, then TinyFish run-sse against a specific URL with a goal — Gensyn docs, DoraHacks briefs, GitHub orgs, hackathon portals — and it returns extractable text instead of “10 blue links.” Header is just X-API-Key. That one-call shape is easy to drop into a Node agent: POST { url, goal }, parse SSE data: lines, keep the COMPLETE payload. On my research desk I credit-gate it (max per cycle/hour) so I don’t burn the key, and I only fire it when a question cites a primary URL. That’s the upside: it closes the loop from “I found a page” to “I have the words on that page,” which is what stops me inventing deadlines and prize amounts. The automated piece I use is the web agent over SSE, not a chat UI. I POST a live URL plus a goal (extract get-started network names, pull prize/deadline text, summarize this GitHub org page) and parse data: events until COMPLETE. That is what sits in my TypeScript desk: credit-gated, max per cycle/hour, only when a question already cites a primary URL. The AI is useful when the goal is tight and the page is official. It is weaker when the goal is fuzzy or the page is a listing dump — you still have to read the extract and mark thin results unverified. I do not let it auto-trade or auto-publish off the scrape. **What do you dislike about TinyFish?** It isn’t magic on hostile pages. Cloudflare-gated UIs and noisy listing pages (I burned a pass on a Reddit listing that came back generic/unrelated) still fail or waste a credit. I treat a thin extract as unverified, not as a fact. Credits mean you have to budget it; I wouldn’t fire TinyFish on every search hit. **What problems is TinyFish solving and how is that benefiting you?** Builder/research agents that must quote primary sources. AFTERCUT and my scout stack: official docs, hackathon pages, GitHub. TinyFish is the “open this URL and pull the text” step. Search alone is not enough for that. ### 4. Free page fetching that made my own AI news tool viable **Rating:** 4.5/5.0 stars **Reviewed by:** Alessio B. | Web Developer, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** I built my own AI news-monitoring and research tool, and Fetch is the piece that made it viable. I hand it a URL and get back clean Markdown instead of a wall of nav bars, cookie banners and ads, which cuts my token cost on every LLM call downstream. Search and Fetch being free is genuinely rare — everyone else meters exactly this. Integration was trivial: one API key, plain REST, no SDK to adopt. Failed URLs not counting against quota is a small thing that matters a lot when you're pulling from news sites that move or drop content. Over my last 100 fetches the success rate is 98%, with an average latency of 2.7 seconds. Most pages come back in under two seconds, which matters when I'm processing a batch of feed links in one go. Onboarding was about as short as it gets: sign up, copy the key, first successful fetch inside five minutes, no credit card in the way. And the output is built for the job — Fetch returns content already shaped for an LLM to read, so the AI layer of my own tool gets a clean input instead of raw HTML it has to fight through. The dashboard deserves a mention too. Success rate, average latency, extracted content size and credit usage are all on the landing page for each API — I went looking for my failure rate and had it in one click, without digging through logs. For a free tier that's more observability than I expected. **What do you dislike about TinyFish?** Fetch is unreliable on paywalled and aggregator pages, and unpredictably so. My success rate is 98% over the last 100 fetches, but the failures aren't random: a paywalled article on The Athletic, and a press-review page on an Italian sports aggregator. What makes it awkward to design around is that four other articles from the same publication went through fine in the same window. So I can't route by domain — I have to handle failure per URL and decide at runtime whether a source is usable. Clearer signalling on why a fetch failed would help more than a higher success rate would. Second, the free tier ends exactly where the platform gets interesting. Search and Fetch cost nothing, Agent and Browser need a funded wallet. There's no middle step, so one stubborn source pushes you from free to pay-per-step. Related to that, I'm running production tooling on a free tier with nothing stated behind it — no SLA, no published commitment that Search and Fetch stay free. I'd rather see a policy than assume it holds. **What problems is TinyFish solving and how is that benefiting you?** I pull transfer-market news links from RSS feeds on a set of selected sources — Italian, German and English sports sites — and then use Fetch to turn each article into clean content my LLM can actually reason over. Before, the choice was either hand-rolled scraping I had to maintain per site, or dumping raw HTML into the model and paying tokens for nav bars and cookie banners. Fetch removed both problems in one call, and it renders in a real browser so JS-heavy pages come through intact rather than half-empty. The second use is research. I use Search plus Fetch instead of Perplexity for digging into a topic — same result, but inside my own pipeline, where I control the prompt, the sources and the output format, and with no API cost on the retrieval layer. That's the part that changed how I work: the retrieval layer stopped being a budget line I had to think about, so I run it on every article in the feed instead of picking which ones are worth the spend. ### 5. TinyFish powers my research workflow and I love it **Rating:** 4.5/5.0 stars **Reviewed by:** Kartik S. | Founder, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** Through my brand I serve over 200,000 visitors a month, so I live inside research tools all day. TinyFish has become my default web layer inside Claude Code and OpenCode. The MCP connection was easy to set up, and I was running searches and fetches within minutes. Over the past two to three months it has handled my daily query volume without breaking a sweat. The dashboard is clean, the search results are relevant, and I like that I can jump from a quick search to a full browser session without leaving my coding environment. **What do you dislike about TinyFish?** The dashboard is clean and easy to use, and the overall experience is solid. The only thing holding it back from a perfect score is the browser automation speed. It works well, but it can be slow and I have hit timeouts on longer verification runs. When it finishes the results are good, but faster and more reliable agent sessions would make a big difference for the amount of daily browser work I do. It is not a dealbreaker because search and fetch still cover most of my needs, but that is the main area I would like to see improved. **What problems is TinyFish solving and how is that benefiting you?** TinyFish saves me from paying for multiple research subscriptions across my different projects. I need to confirm claims and sources before anything I publish goes live, and doing that manually at scale is not realistic. With TinyFish I can fact-check quickly and trust that what I am putting in front of my audience is accurate. The ROI is strong because the core features I use most are essentially free, and the time I save on research goes straight back into building my products and content. ### 6. Fast Fetch, Agent needs stronger field accuracy **Rating:** 3.0/5.0 stars **Reviewed by:** Dohun A. | Founder, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** I used TinyFish Agent and Fetch in July 2026 to collect a JavaScript-rendered RIDI webtoon bestseller list. Fetch is free and quick. Four pages came back in about 3.2 seconds, which is useful when I just need a first look at a public page. The product split is clear: Search and Fetch do not burn credits, Agent is 1 credit per step, and the docs are honest that COMPLETED means the browser finished, not that the goal succeeded. **What do you dislike about TinyFish?** On that same RIDI list, Agent looped for about 20 minutes and 127 steps, then failed. A guided page-1 retry returned all 60 titles after about 11 minutes, but it fabricated episode and rating values for ranks 26-48. Episode accuracy was 37/60 and rating/count accuracy was 33/55. One checked row, rank 26, was actually 146 episodes and 28 ratings; Agent returned 100 episodes and 4,500 ratings. Fetch also dropped 28 of 200 titles. I cannot trust Agent output on a virtualized list without independent field checks. **What problems is TinyFish solving and how is that benefiting you?** I needed a cheap way to pull live web pages for a Korean webtoon catalog research project, without paying per page for every test. TinyFish Fetch let me try public list pages quickly and compare them against Browser Use and Firecrawl. That saved setup time during the first benchmark, even though I later kept Firecrawl and a local browser for production collection. **Official Response from Lily Nguyen:** > Hi Dohun, This is a fair review, and the detail made it possible for us to actually investigate. We pulled both runs. What you saw is a real limitation, and your diagnosis is close to ours. The RIDI list lazy-loads entries as you scroll, and Agent didn't reliably progress far enough through the page to trigger rendering for the middle of the list, which is why ranks 26–48 were the ones that went wrong. The worse part, and the part we take most seriously: instead of leaving those unloaded fields blank, the agent filled the gaps with plausible-looking numbers. Your rank-26 example (146 episodes returned as 100, 28 ratings returned as 4,500) is exactly that failure. Fabricated values are worse than missing values, and you're right that output like that can't be trusted on a virtualized list without independent checks. The 28 dropped titles on Fetch trace to the same root cause.  Fetch loads the real page, so content that never renders never gets captured. Both problems, reliably driving lazy-loaded pages, and making the agent report only what's actually on screen, are known limitations we're actively working on. We won't claim they're solved until they are. Glad Fetch earned a spot in your first benchmark. If you rerun the comparison down the line, we'd genuinely like to hear how it goes. ### 7. TinyFish: Live Web Search, Fetch, Browser, and Agent in One Clean API **Rating:** 4.5/5.0 stars **Reviewed by:** Otman M. | Deployment Strategist for AI adoption, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 20, 2026 **What do you like best about TinyFish?** TinyFish is the one layer I actually keep in the stack when I need live web, not another chatbot pretending it can browse. Search, Fetch, Browser, and Agent sit under one API, so I am not wiring Exa for search, Firecrawl for markdown, and Apify for the messy pages. Yes. For how I actually use TinyFish, I’m getting more than I’m paying. Search and Fetch are free like 30 searches/min, 150 fetches/min, no Wallet draw even at $0. That’s 90% of my work: live recon, clean page content, Reddit/HN/X/LinkedIn listening, lead-gen. I’m not burning credits on the daily path. **What do you dislike about TinyFish?** Search + Fetch is the sweet spot. Agent is heavier and I do not want it on every listening sweep. MCP is great in Claude/Cursor; connecting it as a custom connector elsewhere (Perplexity-style OAuth) was fiddly. It is also not Exa if I need semantic “find me papers/pages like this,” I still reach for Exa. TinyFish is live web + browser, not neural retrieval **What problems is TinyFish solving and how is that benefiting you?** I build AI enablement and automation. Clients and my own stack need public-web data that APIs do not expose. TinyFish replaces “hope the scraper still works” with: search live, fetch clean, browse when the page is JS-heavy or gated. ### 8. TinyFish Adds Valuable Regional Trial Context with Flexible Budget Controls **Rating:** 5.0/5.0 stars **Reviewed by:** deepti b. | Founder, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 15, 2026 **What do you like best about TinyFish?** What I like most about TinyFish is how well it handles web-based sources that are hard to reach through conventional APIs. In GraftWatch, it helps enrich ClinicalTrials.gov data by adding India-specific registry information, non-U.S. trial records, and sponsor updates. That extra layer of regional context makes the tool more valuable for researchers who need more than just global trial data. I also appreciate that TinyFish can be used selectively, with budget controls, instead of adding unnecessary cost to every search. **What do you dislike about TinyFish?** The main thing I dislike is that integrating TinyFish can require more setup and clarification than a conventional API, especially when working with web sources that change their structure. The API contract and response formats also need to be very clear for production use. In GraftWatch, I had to add budget limits and fallback handling so a failed or expensive enrichment request would no **What problems is TinyFish solving and how is that benefiting you?** TinyFish helps solve the problem of fragmented clinical-trial information. ClinicalTrials.gov is valuable, but it does not always provide India-specific registrations, non-US trial details, or sponsor-reported updates. TinyFish can search these harder-to-structure web sources and enrich the core trial records. For GraftWatch, this improves the India-relevance of each trial and reduces the amount of manual registry and sponsor-site searching required. It helps researchers move from a global list of trials to a more practical shortlist of studies that may be relevant and accessible to Indian patients. ### 9. Simple Setup and Versatile MCP Support—Ready to Use Out of the Box **Rating:** 4.5/5.0 stars **Reviewed by:** David W. | Writer & Editor, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 25, 2026 **What do you like best about TinyFish?** The configuration is very simple and it supports MCP, making it basically ready to use out of the box. I have integrated web search capabilities into different coding agents and different harnesses. This way when using coding agents, I can have it directly search for the latest and most relevant information, rather than being limited by the training data cutoff date (which often results in outdated content being provided). Because it is not limited to the services provided by a particular model provider, so it can be used with any harness paired with any open-source model. For me, its biggest advantage is its strong versatility. **What do you dislike about TinyFish?** Not really, because it's a free service. **What problems is TinyFish solving and how is that benefiting you?** The dependency versions that most models provide by default are often outdated. If I ask it to look up the latest versions, that largely resolves the issue. ### 10. The Easiest, Cost-Free Way to Enrich Search for Local LLMs **Rating:** 4.5/5.0 stars **Reviewed by:** Neekhil V. | Founder, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 20, 2026 **What do you like best about TinyFish?** This is the easiest way I’ve found to enrich search for my local LLMs, and it does so without any incremental cost or tokens spent. **What do you dislike about TinyFish?** Integrating it with my local harness was a bit difficult and not as straightforward as I would have liked. As a non-technical founder, I had to dive deep into the docs to get it up and running. **What problems is TinyFish solving and how is that benefiting you?** I work mostly on my local harness, using local (open-source) models to run a lot of cron jobs for me. Almost all of these crons need some kind of structured data fed back into the LLM context window so they can be updated with the latest info without wasting tokens, and making my AI intelligent. That’s where Tinyfish comes in: the search is super fast, and the reliable JSON output is easy to configure. Love it. ### 11. Fetch API: Clean, LLM-Ready Markdown That Cuts Token Costs **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** The Fetch API has been a game-changer for us. It quickly turns messy HTML into clean, LLM-ready Markdown, which has significantly reduced our token costs and improved AI accuracy. On top of that, the generous free tier for Search and Fetch makes it a low-risk, high-value addition to our stack. TinyFish integrates seamlessly with my stack. The native MCP support makes connecting to Claude Code and Cursor pretty easy. **What do you dislike about TinyFish?** The Agent feature’s accuracy still feels like it’s maturing. On complex, dynamic pages it occasionally hallucinates data, which means I can’t fully trust it to run autonomously on production-critical tasks without manual validation. Also, the daily OAuth expiration for MCP usage is frustrating and disrupts workflow continuity. **What problems is TinyFish solving and how is that benefiting you?** TinyFish addresses the issue of stale training data and noisy web pages. By delivering clean, up-to-date Markdown through Fetch, my AI models can pull in current, accurate information without having to sift through ads, pop-ups, or navigation bars. As a result, answer quality has improved and token usage is noticeably lower, which helps keep our application fast and reliable. ### 12. Free, Fast, and Effective but Needs Better OAuth and API Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Harvey G. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** I like that TinyFish is basically free when using it for personal purposes, which is a big plus for me. I also find it incredibly fast, which saves me time when I need to finish tasks quickly. Another feature I appreciate is its agent function, which helps in accessing websites with anti-bot techniques by launching an agent to fetch and view the content. **What do you dislike about TinyFish?** There are two main issues for me. First, when I use TinyFish as an MCP, it can only be logged in through OAuth. It doesn't support the API key way to use as an MCP server. So, I have to log in to TinyFish every day because the OAuth seems to expire daily, which is quite troublesome. Secondly, TinyFish MSAP doesn't really work with OpenAI models. I face constant errors when trying to use a GPT model with TinyFish MCP, which is another problem. **What problems is TinyFish solving and how is that benefiting you?** I use TinyFish to find best practices for app development and verify job information. It's fast and free, with an agent function that bypasses anti-bot techniques. However, OAuth logins are annoying, and it doesn't work well with OpenAI models, causing frequent errors. ### 13. Efficient Workflow Enhancement with Room for Improvement **Rating:** 4.5/5.0 stars **Reviewed by:** Vivek T. | AI Engineer, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 17, 2026 **What do you like best about TinyFish?** I used TinyFish for my research workflows, and it was a great addition to its alternatives. It solves problems by allowing research agents to navigate websites to extract information, even when the layout changes, and it helps me get the exact valuable data I need. The feature that stands out for me is the ability to observe agents working through videos and then use those insights to create custom workflows that are executed exactly as desired. This enhances my team's efficiency. The initial setup was very easy, which I appreciate. **What do you dislike about TinyFish?** I find that its summarizing ability leaves out many of the important details I require sometimes, so I think it could work on that. It could be improved by providing exact details of what was asked, and doing so in the exact format provided in the prompt. **What problems is TinyFish solving and how is that benefiting you?** TinyFish solves my problem of agents navigating websites even with layout changes and ensures we extract the exact data needed. I can observe agents at work and use those insights to create custom workflows, improving our task execution. ### 14. A practical browser-agent layer for monitoring **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 26, 2026 **What do you like best about TinyFish?** For my brand-protection project, TinyFish became the browser layer for checking marketplace listings. I liked giving it a goal and required fields instead of maintaining selectors. The live browser preview helped with debugging and demos, and the HTTP API plus documentation made TypeScript integration quick. **What do you dislike about TinyFish?** In my case, agent output still needs validation: a run can complete but return incomplete or inconsistent data if the goal is ambiguous. Concurrency and cost planning also matter as usage grows. Stronger schema guarantees and clearer capacity visibility would improve production use. **What problems is TinyFish solving and how is that benefiting you?** TinyFish helped me automate marketplace monitoring across dynamic pages without building the browser, proxy, and anti-bot stack myself. It shortened the path from idea to a working brand-protection workflow, letting me focus on scoring suspicious listings and presenting results. The ROI is strongest for targeted, difficult web tasks rather than simple bulk crawling. ### 15. Human-Like Web Search Powered by Logical Reasoning **Rating:** 4.0/5.0 stars **Reviewed by:** Kunal K. | Business Operations, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 17, 2026 **What do you like best about TinyFish?** The best thing is that it can search the web much like a human would, using logical reasoning instead of just returning simple scraped data. **What do you dislike about TinyFish?** One downside is that it can’t access certain websites in some regions because the IP address gets blocked there. The VPN features also need improvement, since this could be useful in more places than just the US. **What problems is TinyFish solving and how is that benefiting you?** If I need to do any kind of extensive research on an older website, I don’t have to do it manually anymore. Everything is easier and faster now. ### 16. TinyFish Makes Web Evidence Gathering Simple and Efficient **Rating:** 5.0/5.0 stars **Reviewed by:** vibetect . | Founder, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 18, 2026 **What do you like best about TinyFish?** What I like best is the straightforward combination of Search and Fetch. The APIs are easy to integrate, and the page content, metadata, and links fit cleanly into our existing evidence pipeline. **What do you dislike about TinyFish?** I haven’t encountered any major downsides so far. **What problems is TinyFish solving and how is that benefiting you?** Crypto-event information is scattered across many sources and can quickly become incomplete or outdated. Our app uses TinyFish to discover relevant sources, fetch their content, and refresh missing or stale evidence before validation. This reduces manual research and custom scraping work while helping us maintain broader, fresher event coverage. ### 17. Super Fast Setup, Intelligent Agent Mode, and a Smooth Real-Time Dashboard **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Market Research | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 16, 2026 **What do you like best about TinyFish?** It is super fast! After onboarding it was very easy to get setup. The starter credits that were given were plenty and each search and fetch were free while agent mode provided a good bang for your buck. The playground was easy to navigate and the dashboard let you see all your requests in realtime. It could be added as a simple API key into any single one of my apps. The agent mode was actually intelligent and it was able to get past a lot of the bot scrape blockers. **What do you dislike about TinyFish?** None really, maybe just that we could have been given an easier onboarding guide for cli coding agents. **What problems is TinyFish solving and how is that benefiting you?** Realtime web search, getting context that is ingestible by AI agents, optimizing token costs, getting around bot-blocked websites. ### 18. Great Free Features, Challenging Headless Setup **Rating:** 4.5/5.0 stars **Reviewed by:** Alexandr . | MUDr., Health, Wellness and Fitness, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 22, 2026 **What do you like best about TinyFish?** I like that TinyFish is free to use, especially for websearch and fetching, as those features are typically payment-gated and work well for my use case. This free aspect is especially beneficial given that these are the features I rely on. **What do you dislike about TinyFish?** It's the reauthorization that makes things hard. Especially in my use case of a headless Mac mini driving the agent. The 'handshake' requires to happen on the machine and without a web browser, I have to create complicated tunnels from my other machine to 'handshake' using oAuth. So it is really a bother at the start and then every time without a browser. **What problems is TinyFish solving and how is that benefiting you?** I use TinyFish for free websearch and fetch, which are usually payment-gated, especially for agents. ### 19. Fast, Affordable, and Precise Web Scraping Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 20, 2026 **What do you like best about TinyFish?** I use TinyFish for hackathons and side projects to scrape websites and provide LLMs with precise context, and I love its speed, accuracy, and the fact that it's fast, cheap, and good. It can return information quickly and accurately from links inside websites or from specific links. I like that it uses browser use and agents to scrape the Internet in ways normal scripting can't do. I also appreciate how well Claude code and Codex CLI work with TinyFish, helping agents get context about the Internet or documentation they wouldn't have access to otherwise. **What do you dislike about TinyFish?** The browser or the agent mode sometimes is not able to get past Cloudflare errors, and bot blocking. So prevents me from using this tool to scrape those websites. **What problems is TinyFish solving and how is that benefiting you?** I use TinyFish for hackathons and side projects, as it quickly and accurately retrieves data from websites with browser and agent capabilities beyond normal scripting, enabling precise context for LLMs. ### 20. Cheap, Fast Search API That Delivers **Rating:** 5.0/5.0 stars **Reviewed by:** Seyed Mosayeb A. | Vice President & Head of Structured Credit & Portfolio Management, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 15, 2026 **What do you like best about TinyFish?** - Cheap and Fast - I mostly used the search API. I know they had a computer, but I liked the search API most. **What do you dislike about TinyFish?** - The computer/agent takes time. Also, it does not always return values. But since my focus was search API, I did not mind **What problems is TinyFish solving and how is that benefiting you?** - Agent search API. I was using Exa, which is best in the field by some. I was glad to find another provider, who is cheaper. ### 21. Wake up to Structured Results **Rating:** 4.5/5.0 stars **Reviewed by:** Kunal R. | Founder, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 15, 2026 **What do you like best about TinyFish?** Set it up, leave, come back and find the result is pretty great, the results are structured properly and not messy, really useful for finding leads **What do you dislike about TinyFish?** It'd be great of the scrapping was faster **What problems is TinyFish solving and how is that benefiting you?** Getting leads for me to cold email ### 22. The Ultimate Infrastructure Layer for AI Web Automation **Rating:** 4.5/5.0 stars **Reviewed by:** Ranganath D. | Sr Manager, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Source: G2 invite:** Invitation from G2. This reviewer was not provided any incentive by G2 for completing this review. **Reviewed Date:** August 21, 2026 **What do you like best about TinyFish?** The standout feature of TinyFish is its unified, production-ready web agent architecture that replaces fragile scraping scripts with resilient, human-like browser navigation and multi-step workflow execution through a single API **What do you dislike about TinyFish?** Handling Complex Anti-Bot Walls,Security and Trust Management and Higher Latency **What problems is TinyFish solving and how is that benefiting you?** This removes the need for brittle scripts, saves computing costs, and allows automated workflows to run smoothly ### 23. Tinyfish Delivers Effective Agent Search and Fetch—And It’s Free **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account added to their profile **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 20, 2026 **What do you like best about TinyFish?** Tinyfish is a highly effective tool for agent search and fetch functions. It’s also free **What do you dislike about TinyFish?** Sometimes searches results are not updated **What problems is TinyFish solving and how is that benefiting you?** Searching, for my agent ## TinyFish Discussions - [How are you handling TinyFish setup and API contract clarity for changing web sources?](https://www.g2.com/discussions/how-are-you-handling-tinyfish-setup-and-api-contract-clarity-for-changing-web-sources) - 1 upvote - [View TinyFish pricing details and edition comparison](https://www.g2.com/products/tinyfish/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-08+12%3A43%3A57+-0500&secure%5Bsession_id%5D=1ba093f6-71e4-48a8-859b-6814c8beefc9&secure%5Btoken%5D=37e7ab756e32db7ee34e4e702922fb92ca93eee875c57477a16c40533587f660&format=llm_user) ## TinyFish Features **Data management** - Data repository - Natural Language Processing (NLP) - Data quality - Automation - Data structuring **Functionality** - Customized Datasets - Customer support - Real-time data - Complete datasets - Compliance - Plug-ins ## Top TinyFish Alternatives - [Decodo (formerly Smartproxy)](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) - 4.6/5.0 (727 reviews) - [NetNut.io](https://www.g2.com/products/netnut-io/reviews) - 4.9/5.0 (382 reviews) - [Scrape Creators](https://www.g2.com/products/scrape-creators/reviews) - 4.6/5.0 (362 reviews)