Quattr Leads AEO, SEO, and Content Rankings on G2 Spring 2026. Read the Press Release →

How Teams Are Winning Across SEO & AI Search with Quattr

The fastest-growing SEO and GEO teams use Quattr to close the gap between search data, content execution, and measurable business outcomes, all in one platform. Here’s what real enterprise marketers, SEO directors, and growth leaders have to say about it:

AI Visibility That Shows You the Full Picture

Most SEO tools tell you where you rank on Google. Quattr tells you where you stand everywhere search is happening, including inside ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude. For teams competing in an era where AI is increasingly the first answer customers see, that difference is everything.

“Our SEO team finally sees how the brand appears across AI answers, not just Google. The Brand Mentions & Sentiment view tracks us daily in Google’s AI Overview/Mode, ChatGPT, Perplexity, and Claude. We can see where we’re cited, who appears alongside us, and whether the sentiment is positive, neutral, or negative.”Archit U., Senior SEO Specialist

“The visibility into AI Overviews, ChatGPT, Perplexity is a complete game-changer. We’ve now built a monthly AEO performance review into our marketing cadence, something we couldn’t have done before Quattr. This is the first tool I’ve seen that shows us exactly where we stand, who our real competitors are inside models like ChatGPT, Perplexity, and Google’s AI, and what the sentiment is.”Joel P., Content Manager

“Quattr makes SEO+GEO tracking much easier for me and is my go-to platform that I use almost every day. It combines SEO and GEO, so I can see how my brand shows up not only in Google but also in AI overviews. With AI changing search, this is a big deal.”Sanjoli A., SEO and Website Analyst

But Quattr’s AI visibility tracking goes beyond monitoring reach. It surfaces a layer that no traditional SEO tool captures: how AI models actually characterize your brand compared to competitors.

“One platform was describing a competitor as ‘the leading solution’ in a category where we have objectively stronger capabilities. That kind of brand perception problem is invisible to traditional SEO tools.”Sugandh K., Content Writer

Content Velocity at Scale with GIGA

There’s a common pattern in enterprise SEO: teams know what content needs to be created or updated, but the execution bottleneck never clears. GIGA, Quattr’s AI content agent, is built specifically to break that bottleneck. It doesn’t just generate content; it identifies the specific gaps between your page and what’s currently ranking, then fills them in your brand voice.

“GIGA runs a competitive analysis on underperforming pages, identifies specific content gaps, topic coverage, heading structure, content depth, internal linking, fills those gaps in brand voice, and produces CMS-ready output. Pages we optimized with GIGA started ranking higher within weeks. More importantly, several of those pages began being cited in AI-generated answers on ChatGPT and Perplexity. GIGA optimizes content to be readable by humans and parseable by AI systems simultaneously.”Krinal M., Director of SEO

“Quattr has eliminated the guesswork from SEO content production, enabling faster content creation that is AI-optimized for higher SEO rankings. This has helped drive organic traffic at an impressive upward incline.”Tatyana Grinenko, Senior Manager, Digital Marketing

“Quattr’s AI just works! It vaulted us to the top 3 for hard-to-win head terms. With Quattr’s guided workflows and competitive insights, we are now optimizing 4x more pages every month.”Erin Vidal, Head of Organic Growth

“The GIGA agent is truly impactful in creating SEO content that drives outcomes.”Shikhil S., CEO

Internal Linking, Finally Automated

Ask any enterprise SEO team what consistently falls to the bottom of the priority list, and internal linking comes up almost every time. The value is understood, but finding the right pages, matching the right anchor text, and doing it at scale is labor-intensive work that rarely gets done. Quattr’s autonomous internal linking, powered by GIGA, changes the calculus entirely.

“Internal linking was always deprioritized. Finding the right pages, the right anchor text took too long. With Quattr, it takes a fraction of the time. GIGA surfaces opportunities and adds links automatically. The links make sense in context.”Sanjana B., Content Writer

“Autonomous Internal Linking keeps blogs interlinked as new ones are published. Content publishes directly to WordPress CMS. Analytics from GSC, Adobe, and BigQuery feed into the same platform.”Ankit U., Senior Content Writer

“Automated internal linking has also been useful for strengthening content clusters.”Mukesh K., Tech SEO Lead

Quattr replaced over 53,000 static links for Kiteworks with a dynamic, AI-powered link graph, reversing a site-wide indexation decline that had been building for months. For teams managing large content libraries, this means no more orphan pages, no more manually auditing anchor text, and no more waiting until “the next sprint” to address linking gaps.

Unified Analytics That Speak Every Team’s Language

Quattr pulls from Google Search Console, Adobe Analytics, GA4, and BigQuery, and surfaces that data through Looker-powered dashboards that can be customized for every team in the organization. The SEO team sees technical and content performance at the granularity they need. Leadership sees revenue and conversion impact in language they already understand.

“Looker-powered dashboards pull from GSC, Adobe Analytics, and BigQuery and update daily. Multiple custom dashboards were built for different audiences: SEO team views for AI Visibility, bot logs, cannibalization; content team views for content performance and refresh; leadership dashboards translating clicks/impressions into conversions and revenue. All current. All self-serve.”Surabhi B., Senior SEO Content Specialist

“Before Quattr, explaining ‘why’ traffic shifted meant days of manual analysis. With Quattr’s intent classification, they can immediately see whether a drop is an intent shift, a competitor gaining ground, or a seasonal pattern, in terms even non-SEO stakeholders understand. They stopped asking us to ‘pull the data’ because they can see it themselves.”Mili S., Content Creator

“Quattr gave us an end-to-end workflow from data → prioritization → measurable SEO/GEO impact: ingest GSC BigQuery to expose non-brand demand (up to ~40× more queries), apply domain/page-type filters to remove aggregators, then score pages by Relevance, Content Quality, and impression potential. Reporting made stakeholder updates easy and kept local teams aligned.”Carolina C., Senior Digital Manager

Business Outcomes That Move the Needle

“Past SEO tools moved the needle incrementally. Quattr’s data-driven, AI-enabled model has enabled us to accelerate our organic traffic growth at a dramatically faster rate that is having a direct impact on our business.”Patrick Spencer, VP Corporate Marketing, Kiteworks

In less than a year, Quattr helped Kiteworks double organic website traffic, quadruple non-brand search traffic, more than double demo and webinar form fill conversions, and achieve a 79% lift in answer engine citations.

“Our performance in the last 11–12 months has been fantastic. We have doubled the organic traffic to our website.”Rob Dougherty, Director of SEO Content, Kiteworks

“Over the past couple of years, Quattr’s SEO platform has become an indispensable part of how we do SEO at Housing & has helped us become India’s fastest growing online real estate portal.”Snehil Gautam, Chief Growth & Marketing Officer, Housing.com

“Quattr’s AI is a game changer for harnessing the power of search engines. Quattr was a true force-multiplier for my growth engineering team at THE YES.”Amit Aggarwal, Co-Founder & CTO, THE YES (now Pinterest Shopping)

“We replaced several specialized tools with Quattr, giving us a central analytics layer for technical audits, content strategy, and competitive AEO. All visibility metrics are grounded in our own GSC and GA4 data, preventing us from chasing generic keywords.”Biprojit C., Content Marketer

Customer Success That Feels Like a Partner

The consistent thread across Quattr reviews is that the customer success experience sets it apart, not just responsive support, but a team that understands the business context behind the SEO work and proactively drives outcomes.

“Quattr team is available around the clock to help.”Khushboo R., Content Specialist

“What actually surprised me wasn’t the time savings (which are real). It was the consistency. When optimization is baked into the same tool where people write, everybody does it.”Vimal S., Senior Content Writer

For enterprise teams investing in a platform that touches content strategy, technical SEO, and executive reporting, this depth of support means the platform gets deployed fully, not partially adopted and then quietly deprioritized. Learn more about Quattr’s clients’ achievements.

What Reviewers Note and How Quattr Responds

What Reviewers NoteHow Quattr Addresses It
Getting brand documents uploaded at the start took some coordination.The Quattr team actively helps compress and onboard brand documents. This is a one-time setup step, not an ongoing friction point.
Initial intent classification and prompt setup took multiple iterations to get right.Quattr’s team is available around the clock to support the configuration process. The time invested upfront pays dividends in reporting accuracy at scale.
Complex Looker customizations require a session with the concierge team.Day-to-day dashboard adjustments are handled independently by customers. For building custom dashboards from scratch, the concierge session is the appropriate approach for enterprise-level reporting.
Moving the team off Google Docs took a few days of adjustment.Workflow transitions are standard in any enterprise tool adoption. The consistency gain, optimization built into the writing process by default, is the payoff.

Whether your team is looking to dominate non-brand search, get cited in AI-generated answers, scale content production without scaling headcount, or finally give leadership a self-serve view of SEO performance, Quattr is built to deliver all of it from a single platform.

Ready to see what Quattr can do for your team?

About the Author
Mahi Kothari
Mahi Kothari

Mahi Kothari is a Senior Content Strategist at Quattr, an AI-powered SEO platform built for brands competing across both traditional search and AI-generated answers. She works at the intersection of content strategy, technical SEO, and AI visibility, and has spent 5+ years building the systems behind content programs that compound over time, not just the content itself. Her foundational belief: most content programs underperform not because of weak writing, but because the infrastructure behind the writing is treated as an afterthought, the internal linking logic, the refresh cycles, the schema implementation, the architecture decisions made alongside developers. Track record Before Quattr, Mahi led content and SEO at a B2B SaaS company where she built the program from the ground up. In two years: ∙ Organic traffic grew from ~2,000 to 53,000 monthly visits ∙ Keyword footprint expanded from ~4K to 32K ∙ Domain rating moved from 32 to 67 ∙ 300+ content assets managed end-to-end, from brief to publish ∙ Team of 7 writers hired, briefed, and overseen across the full editorial pipeline ∙ Article and HowTo schema implemented across 200+ pages ∙ 100+ high-authority backlinks built through guest posts, with no paid placements ∙ Full site migration to WordPress executed in direct collaboration with developers, including crawl issue resolution and site architecture restructuring What she focuses on at Quattr: At Quattr, Mahi covers the topics that sit at the frontier of how search is actually evolving: Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), LLM SEO, and AI visibility, specifically what it takes for a brand to surface in responses from ChatGPT, Gemini, and Perplexity, not just rank in traditional SERPs. She builds the workflows she writes about, including automation pipelines in n8n and content structured deliberately around how large language models retrieve and interpret information. Her writing spans the full funnel: foundational explainers on how AI search works, BOFU content that helps teams evaluate tools and make buying decisions, and operational content on internal linking at scale, content refresh frameworks, and AI visibility measurement. Credentials BBA degree. Pursuing an AI-Enabled Digital Marketing & MarTech certification from IIT Roorkee. HubSpot certified in Marketing Hub and AI for Marketers.

About Quattr

Quattr is an innovative and fast-growing venture-backed company based in Palo Alto, California USA. We are a Delaware corporation that has raised over $7M in venture capital. Quattr's AI-first platform evaluates like search engines to find opportunities across content, experience, and discoverability. A team of growth concierge analyze your data and recommends the top improvements to make for faster organic traffic growth. Growth-driven brands trust Quattr and are seeing sustained traffic growth.

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