Our agency has a pretty distinct voice: conversational but not casual, informative but not academic. When we started testing AI writing tools last year, everything came out sounding generic and corporate. We’d get perfectly grammatical paragraphs that still said absolutely nothing in our voice. In the end, our content team was spending hours rewriting nearly everything, which completely defeated the purpose.

What changed with Quattr was the ability to upload our actual brand documents. We fed it our brand voice guidelines, product information, style guide, and content guidelines. Once those were in place, the content Quattr’s AI generated finally sounded like us instead of a template. The bigger win, though, has been how GIGA handles content gaps. GIGA reviews competitor insights, identifies the gaps, and fills them in minutes while staying true to our brand voice.

GIGA also adds contextually relevant internal links without stuffing them in. Before, we spent ages hunting for good linking opportunities, and half the time the links felt forced. Now they flow naturally because the AI understands the relationships between our pages. Review collected by and hosted on G2.com.

The setup did take some time, since we had to organize and upload all of our brand documents. Still, it was a one-time investment, and we haven’t had to touch it since. The output quality has stayed consistent, which makes it clear that the initial effort was worth it. Review collected by and hosted on G2.com.

We'd spend days doing competitor research, identifying content gaps, writing briefs for writers, waiting for drafts, and then manually adding internal links. By the time we published, the competitive landscape had shifted. Our team spent most of its time on research rather than on actual optimization.

We started using GIGA Quattr's AI Agent, and it's completely changed how we work. GIGA does competitive content gap analysis in minutes. It pulls up what competitors are covering that we're missing, then generates those sections in our voice. No more manual research or writing briefs. The biggest surprise was the internal linking. GIGA doesn't just add random links. It understands semantic relationships across the site and inserts contextual links that actually make sense.

We tested GIGA on one high-priority page first. The optimization took 5 minutes. We published it, and within two weeks, that page started ranking higher and getting cited on AI search surfaces. The workflow is now: identify priority pages, run GIGA, review the output, and publish. What used to take days now takes hours. Review collected by and hosted on G2.com.

There was an initial learning curve using the platform, but the Quattr concierge helped us navigate it, and it looks worth the time investment. Review collected by and hosted on G2.com.

We started tracking AI visibility when we realized users were asking ChatGPT and Perplexity for presentation recommendations instead of just searching Google. We tried another AI visibility platform first, but we quickly discovered a problem. It relied on API-based tracking, which meant the data we were seeing didn't always match what actual users experienced when they asked questions in ChatGPT or Perplexity. The API responses were different from the real consumer-facing answers, so we were optimizing for data that didn't reflect reality.

Quattr tracks AI visibility differently. It captures results directly from real consumer-facing AI responses, not APIs, so what we see in the platform is exactly what users see when they search. This matters because AI platforms often give different answers through their APIs than they show to actual users. We can now track citations, brand mentions, share of voice, and competitor presence with confidence that we're seeing the true consumer experience.

The difference became clear when we compared platforms side by side. Queries where the API-based tool showed us being cited weren't actually showing our brand to real users. Quattr exposed the gap, which completely changed our optimization priorities. We're now focusing on the queries and AI platforms where we're actually invisible to consumers, not where API data incorrectly suggests we had visibility. This has made our AEO strategy far more effective because we're working from accurate data about the real user experience. Review collected by and hosted on G2.com.

The platform is very extensive and requires some training. Review collected by and hosted on G2.com.

We had a wake-up call a few months ago when someone on our team asked ChatGPT "what are the best societies in Gurgaon?" The answer mentioned our competitors but not us. We started testing more queries and realized our users weren't just searching on Google anymore - they were asking AI platforms for recommendations, and we were basically invisible in those answers.

Quattr tracks what Google's AI Overview, ChatGPT, and Perplexity are saying across thousands of queries. The brand mention tracking is what really opened our eyes - it showed us being mentioned negatively around "rental agreements" on several platforms. We used that insight to completely rewrite our rental agreement content with GIGA's help and could actually track how the AI responses changed over time. Being able to monitor and influence what AI says about us feels like a completely new channel we didn't even know we were missing. Review collected by and hosted on G2.com.

This space is moving ridiculously fast and Quattr is shipping new features every week. So, keeping up the pace with the updates is a little challenging. Review collected by and hosted on G2.com.

Our site has always been complicated - we have Buy, Rent, Plots, and Home Loans as separate business verticals, plus everything lives in a City > Locality > Project hierarchy. Before Quattr, we could track individual page performance but had no way to see how entire verticals were doing or how users were moving between them.

Setting up our content taxonomy in Quattr took real effort, but now we can actually track performance for our entire "Rent" business as one unit. Even better is the cross-category internal linking we've set up. We're now automatically linking from relevant "Buy" property pages to our "Home Loans" service pages, which has helped connect the user journey in a way we just couldn't maintain manually before. We're seeing more traffic to our service pages now because we're actually guiding people there at the right moment. Review collected by and hosted on G2.com.

The initial setup requires us to create a taxonomy, but now Quattr has created rules, so that any new page we publish is automatically going to be categorized. Review collected by and hosted on G2.com.

With millions of pages on our site, one of our biggest technical headaches has always been making sure Google actually finds and crawls our content. We add thousands of new property listings every day, and before Quattr, a lot of them would just sit there as orphan pages for weeks. The autonomous internal linking feature helped us fix that in days. It uses Generative AI to handle internal links across our website autonomously.

We set up strategic rules to automatically connect our site hierarchy - city pages link down to locality pages, which then link to relevant new listings. It basically builds the information architecture we always wanted but could never maintain manually. Our server logs show Googlebot is now crawling new listings much faster, and we've seen a real reduction in orphaned pages sitting there undiscovered. Review collected by and hosted on G2.com.

This setup requires some effort from our developers to implement. But Quattr’s dev team was available round the clock that helped us move from implementing state to deployment state. Review collected by and hosted on G2.com.

Our weekly reporting process used to involve pulling data from GSC, exporting CSVs from our rank tracker, copying numbers into Google Sheets, and building slides to show leadership what happened last week. By the time we presented it, the data was already outdated, and honestly, nobody really used the reports between meetings. They'd just wait for the next weekly update.

Quattr's Looker-based dashboards changed that completely. All our key metrics i.e., Market Share by vertical, AI Visibility, crawl efficiency, and traffic performance are updated automatically with fresh data from GSC, and GA4. The real game-changer was working with Quattr's concierge team to build custom dashboards specifically for how we report to stakeholders. They helped us set up views that our leadership actually cares about and can access anytime without asking us to compile anything.

We've shifted from spending hours building reports every week to spending that time actually optimizing our site. Review collected by and hosted on G2.com.

Setting up the dashboards required us to define exactly what metrics mattered to our business, which took some thinking. But the concierge team guided us through it, and now that everything's in place, it runs itself. Review collected by and hosted on G2.com.

For a long time, our optimization efforts were focused almost entirely on traditional Google search. We were strong on SEO, tracking rankings, improving content, fixing technical issues, and building internal links. But it became obvious that search behavior was changing. More users were getting answers directly from AI platforms like Google AI Overviews, ChatGPT, and Perplexity without ever clicking through to a website.

Quattr brought SEO and AEO together in one platform. We can track our traditional Google rankings alongside our visibility in AI Overviews, ChatGPT, Perplexity, and Claude. The same content optimizations we make through GIGA improve both our search rankings and our likelihood of being cited in AI answers. The autonomous internal linking improves crawlability for traditional search while also helping AI models understand our content structure and topical relationships. Technical improvements benefit both channels.

What makes this powerful is that we're not managing separate strategies. The platform shows us when we rank well in traditional search but are missing from AI answers for the same query, which signals that our content needs semantic optimization. We can see when competitors beat us in AI citations, even though we outrank them in traditional search. This unified view has transformed our optimization approach from SEO-only to a comprehensive search visibility strategy that covers both traditional rankings and generative AI discovery. Review collected by and hosted on G2.com.

The setup took time. We had to provide our most important prompts to track. But that was a one-time investment. Now, whenever we want to track new prompts, we simply give our concierge a list, and they ensure those prompts are started for AI Visibility. Review collected by and hosted on G2.com.

Google Search Console's interface only shows limited queries by default, which meant we were blind to the vast majority of long-tail searches driving traffic to our template pages. We knew there were thousands of specific presentation-related queries we weren't tracking, but accessing the full dataset required technical expertise in BigQuery. We were optimizing based on incomplete data, missing opportunities in long-tail template searches that represented significant cumulative traffic.

Quattr's BigQuery integration changed everything. The platform ingests our complete GSC BigQuery export, exposing up to 40x as many queries as we can see in the standard Search Console interface. Suddenly, we had visibility into thousands of specific template searches like "quarterly business review template with financial charts" or "marketing strategy presentation for SaaS startups" that we never knew were driving traffic. This granular query data showed us exactly what users were searching for and which templates were underperforming for valuable long-tail searches.

We can prioritize which long-tail queries to optimize for based on actual traffic opportunity. This has completely transformed our content strategy from focusing on obvious head terms to capturing massive cumulative value from thousands of long-tail searches we couldn't even see before. Review collected by and hosted on G2.com.

BigQuery filters are a little slow, but that’s acceptable since we have 40x more queries to run and capture a larger share of voice. Review collected by and hosted on G2.com.

We needed executive dashboards that showed template performance across our entire catalog, but building them ourselves in Looker Studio was overwhelming. We had data scattered across GSC, GA4, and various SEO tools, and connecting everything was technically complex. Our leadership team wanted to see which template categories were winning, where competitors were gaining ground, and how our SEO investments were paying off, but we couldn't deliver clear answers.

Quattr's concierge team changed everything. They built custom Looker-based dashboards specifically for our business needs. We now have executive dashboards showing template performance by category, competitive share of voice, and revenue attribution by keyword cluster. The marketing team has operational dashboards tracking daily organic traffic, conversion rates by template type, and content gaps we need to fill. The SEO team has technical dashboards monitoring site health, indexation rates, and linking patterns across our 100K pages. The weekly updates on the performance via email made everything easy and allowed everyone to stay on top.

What makes this valuable is that the dashboards pull data directly from Quattr's unified platform, which already connects our GSC, GA4, and AI visibility tracking. The concierge team didn't just build the dashboards and disappear. They walked us through how to use them, customized views for different stakeholders, and continue to refine them as our needs evolve. Having a dedicated expert who understands both our business goals and the technical implementation has been like having an extended team member focused entirely on making data actionable. Review collected by and hosted on G2.com.

The dashboards are incredibly detailed, which is powerful but required training for our team to use effectively. The concierge team's ongoing support has made this much easier. Review collected by and hosted on G2.com.