Adam's GTM Report

Quattr

Updated 2026-06-06

Quattr is an AI-native search visibility platform that unifies SEO, AEO, and GEO into one workflow for mid-market and enterprise brands. Customers cited include Realtor.com, Housing.com, and McAfee. Roughly $7.1M raised. Recent releases: the GIGA execution agent, a GIGA Landing Page Generator, and an Autonomous Internal Linking API.

Presence Score62~$7M raised (modest for the group), Realtor/Housing/McAfee logos; SEO-rooted, category-adjacent on AEO
Velocity Score70Steady ship cadence — GIGA agent + Landing Page Generator in 2026; no fresh round to add lift
Agent Readiness ScoreLowDeployment API + WordPress/HubSpot SDKs, but no public dev docs, MCP, CLI, or llms.txt

Three scores, refreshed weekly from live market signals rather than a once-a-year analyst report. Presence is how established a vendor is in the market right now. Velocity is how fast they are shipping, raising, and winning customers. Agent Readiness is how easily your own agents can build on them through an API, MCP server, SDK, or CLI. Scores are relative across the vendors we track; the raw inputs ship in the downloadable dataset.

The Solution & Approach

Quattr came up as an SEO platform and added AEO/GEO on top, and that lineage shows. Its pitch is that it is "the only platform that unifies SEO, AEO, and GEO into a single end-to-end workflow" rather than AI tracking bolted onto a rank tracker (vendor claim). The execution angle is the real differentiator: where most AEO tools stop at measurement, Quattr leans on its SEO roots to also restructure pages, auto-link, and ship content, then track citations across Google AI Overviews, ChatGPT, Perplexity, Gemini, Claude, and Bing.

The center of that is GIGA, the company's AI agent. GIGA evaluates content the way AI systems do — scoring structure, authority, internal linking, and discoverability — and surfaces the highest-impact fixes, then drafts and optimizes content against them. In May 2026 Quattr extended GIGA into a Landing Page Generator: feed it a keyword, a reference URL, and product docs, and it returns a deployment-ready page in under fifteen minutes, optimized for both paid-search Quality Score and AI citation visibility. The Autonomous Internal Linking API is the other execution surface — it crawls a site, scores target URLs by business value, and injects links at scale via API, CMS plugins, or edge modules.

So the honest read: Quattr is an execution-led SEO platform that is repositioning hard onto AEO/GEO. That gives it real teeth on the "do the work" side that pure-measurement vendors lack, but on AEO category presence and category-defining POV it is adjacent rather than central.

Best for

Mid-market and enterprise SEO teams that already think in pages, internal links, and content ops, and want one system that both measures AI visibility and executes the fixes — rather than a measurement-first AEO dashboard.

Pricing & trial

Sales-led. No public self-serve pricing; the pricing page routes to a demo booking. Pricing.

Agent Experience

How you build on this platform (or wire it into your own agents):

Surface Available Docs
API Yes (deployment / internal-linking; no public dev portal)
MCP No
SDK Yes (WordPress, HubSpot CMS plugins)
CLI No
llms.txt No (404)

Quattr's API and SDKs are deployment plumbing — they push optimized internal links and content changes into a CMS at scale, often with a forward-deployed Quattr engineer assisting (per the Kiteworks case study). That is execution-side integration, not a build-on-top platform: there is no public developer documentation portal, no MCP server, no CLI, and quattr.com/llms.txt returns 404. Among AEO vendors this is one of the weaker build-on options.

Reference customers

Realtor.com, Housing.com, McAfee, Kiteworks, CloudEagle.ai.

Case studies & customer stories

  • CloudEagle.ai: 33 pages restructured with GIGA → 113% organic click growth, 3x AI Citation Share, 328 net-new Page 1 rankings in 12 weeks (vendor-reported). source
  • Kiteworks: non-brand traffic up 300% with Quattr, via WordPress SDK integration (vendor-reported). source

Recent moves

  • 2026-05-07Launched the GIGA Landing Page Generator (Early Access in Content AI), generating deployment-ready pages in under 15 minutes across 8 analyzed surfaces. source
  • 2026-03-17Announced G2 Spring 2026 results — 43 badges across 53 reports; self-cited #1 in AEO Results, Usability, and Relationship indexes (vendor-cited, not independent fact). source
  • 2026Positioned GIGA as "the execution engine for SEO and AI search," pairing the agent with the Autonomous Linking API. source

Company, Financials & Funding History

Quattr was founded in 2019 in Palo Alto by Anurag Singhal (Founder & CEO). It started as an AI platform for SEO management and has repositioned onto AEO/GEO as AI search emerged. Roughly $7.1M raised total, with a $6M seed cited via Crunchbase from Correlation Ventures and others; Emergent Ventures and Neotribe Ventures are also listed as investors. No dated Series A announcement is publicly indexed, so the round structure below is held loosely.

Date Round Amount
Total raised ~$7.1M (Emergent Ventures, Correlation Ventures, Neotribe Ventures)
Seed $6M (Correlation Ventures + others, per Crunchbase)

Analyst placement

Quattr cites #1 rankings in G2's Spring 2026 AEO Results, Usability, and Relationship indexes, plus High Performer in the AEO Grid (#4 Grid placement). These are vendor-cited G2 index positions, not independent analyst rankings — treat as claims. source