More than twenty companies now monitor how brands appear in AI answers. Far fewer can earn third-party citations, syndicate catalogs into agent channels, or tie a recommendation to revenue. That is the opening.
The category’s center of gravity is shifting from monitoring answers to changing outcomes. Counts are approximate, based on the researched set rather than a complete census.
Monitoring entry prices have compressed to roughly $29–99/month across the long tail, while enterprise leaders remain sales-led. This is a directional pricing pattern; individual figures below preserve their source caveats.
Filter by lane. Each company is placed by what it actually ships, not by its broadest marketing claim.
Enterprise full suite: answer insights, prompt volumes, agent analytics, shopping analysis and autonomous research/content/publishing agents.
Visibility, sentiment and source-influence tracking across major answer engines, positioned as the accessible alternative to enterprise suites.
The closest player to an end-to-end fix loop. Page360 and Quill cover owned content; Offsite adds third-party influence scoring and managed outreach.
Agent Experience Platform at the CDN layer: detects AI crawler traffic and serves compressed, machine-readable pages, alongside an MCP server.
Broad AI-search monitoring with a self-serve posture. Partnerships with Storyblok, Press Ranger and Noble begin to bridge monitoring into earned-media workflow.
Commerce-oriented GEO with coverage that includes Amazon Rufus, shopping agents, content recommendations and GA4/Adobe attribution integrations.
Recast its writing platform as a GEO suite: ten-engine monitoring, Action Center, AI shopping tracking, MCP integration and citation tactics.
Deepest fix loop among SEO incumbents: dual SEO/GEO scoring, per-query diagnosis, Content Guard drafts and republishes approved fixes, plus a read-write MCP server.
GEO becomes a module inside a large marketing stack, pressuring stand-alone monitoring on price and distribution.
“Corpus engineering” measures how brands are encoded in model memory and flags visibility shocks between model releases.
An always-on digital shelf for enterprise CPG, shaping product detail pages for people, shopping assistants and autonomous purchase agents.
Measurement platform plus embedded experts and custom “last-mile” models connecting AI visibility to AI-referred traffic and revenue.
Continuous competitor monitoring, strategic recommendations and on-brand content generation spanning AI and traditional search.
YC-backed platform from former Google Search and DeepMind staff, positioned around unified GEO scoring and revenue-linked enterprise monitoring.
Agentic commerce performance: an Agent Ready Score, AI visibility and automated catalog-level fixes.
A product can start by making a merchant legible and transactable across agent channels, then use the resulting transaction data to own attribution.
Stand up discovery files, structured catalog endpoints, product MCP surfaces and purchase integrations for ACP/UCP-compatible channels — without forcing mid-market brands to assemble the plumbing themselves.
Turn source influence into measurable outreach and placements. AirOps Offsite is the only funded managed-service benchmark in the researched set.
Petra Labs validates demand, but the field remains services-heavy and per-client. Software-led incrementality is open.
Frase, AirOps and Profound own pieces. Nobody clearly owns the loop across both owned and earned surfaces with revenue accountability.
geoSurge has the clearest position. Competition is sparse, but the buyer and proof standard are enterprise-grade.
Diagnose structured catalog and protocol gaps; ship the missing brand-side surface rather than only scoring it.
Normalize one catalog into the protocol and marketplace formats agents already query.
Connect exposure, agent recommendation, checkout and revenue so optimization can be priced on outcomes.
The two major exits and the protocol land-grab point in the same direction: value is migrating toward infrastructure and action.
OpenAI open-sourced the Agentic Commerce Protocol and launched US Instant Checkout with Etsy sellers; Shopify merchants were announced as coming. OpenAI source ↗
Adobe explicitly names GEO as a new growth channel alongside SEO. The deal creates distribution pressure for stand-alone visibility tools. Reuters ↗
Co-developed with Shopify, Etsy, Wayfair, Target and Walmart; endorsed across major payment networks. PYMNTS ↗
GEO moves beyond owned content into publisher influence scoring and managed third-party outreach. BusinessWire ↗
The first specialist AEO exit. Bloomberg reported roughly $225M; both companies left terms undisclosed. Adweek ↗
A purpose-built entrant appears in the thinnest measurement lane, pairing software with embedded experts. BusinessWire ↗
UCP, AP2, AI Mode checkout, Business Agent and Merchant Center attributes. Open standards, but platform-owned distribution.
ACP, Shared Payment Tokens and Instant Checkout. Merchant choice includes availability, price, quality and checkout status.
Buy for Me and Shop Direct feeds, alongside adversarial action against outside agents. A powerful but proprietary channel.
The market is young, vendor-reported metrics are common and several 2026 figures remain secondary or contested.
Scrunch exit value. Approximately $225M comes from Bloomberg reporting; official terms were undisclosed.
Profound total. Sources vary between $154.5M and $155M because of rounding.
AirOps total. Sacra’s roughly $118M estimate conflicts with stale company boilerplate saying $55.5M to date.
Goodie and Genrise. No public funding round found. Goodie’s lift metric is vendor-claimed.
Emerging players. AthenaHQ, Lantern, Promptwatch, Bluefish and Adobe’s “300M prompts” claim rely partly on secondary curations.
Market-size stats. Directionally useful, but highly contested; excluded from the core recommendation.
Pricing comparisons. Frequently self-published and subject to rapid change. Use as positioning evidence, not procurement quotes.
All sources were read September 11, 2026. Company pages are used for product details; funding and M&A lean on press and reputable trade coverage.