10 enterprise AI visibility and GEO platforms: a 2026 shortlist

The enterprise AI visibility (GEO) platforms worth a shortlist in 2026 are Profound, Conductor, AthenaHQ, Peec AI, Writesonic, Scrunch, Evertune and Semrush Enterprise, which all list SSO on their own sites, plus Brandlight and Stellarcast for narrower jobs. Conductor, Peec AI and Writesonic state SOC 2 Type II; Profound and AthenaHQ state SOC 2 without the type. None publishes an enterprise price, so the shortlist is decided by security, engine coverage, data export and how each one runs a pilot.

An enterprise buyer is not choosing a dashboard. They are choosing a system that security will approve, procurement can exit, analysts can trust from week to week, and three or four teams can share. Most "best GEO tools" lists rank on features and stop there. This one is built around the checks an enterprise review actually runs.

Every vendor fact below comes from that vendor's own pricing, security or product pages, read on 9 November 2026. Where a vendor does not state something publicly, the table says "not stated", which means ask them, not that they lack it. We build Stellarcast, one of the ten, so weigh our entry accordingly; we have tried to describe every other platform the way its own team would.

What makes an AI visibility platform enterprise-ready

Six checks separate an enterprise platform from a tool a single marketer buys on a card:

1. Identity and security. SSO (SAML or OIDC), a SOC 2 report your security team can read, and audit logs. Without these, most enterprise reviews stop before the demo.
2. Engine coverage. Google AI Overviews and Google AI Mode, ChatGPT, Gemini, Perplexity and Microsoft Copilot cover most buyer traffic; Claude and Grok matter for some audiences. Check which engines run on the plan you are quoted, not the platform's maximum.
3. Markets and languages. A global brand needs each market measured in its own language, because the answer in Berlin is not the answer in Dubai.
4. Data out. An API, and an export of the raw daily series, not only aggregates. Procurement asks the exit question before signing.
5. Measurement you can defend. AI answers vary from run to run. Ask how often each prompt runs, how many samples a reading is built on, and whether a reported change carries a range.
6. Action. Whether the platform only reports, or drafts and publishes changes through an approval step.

The enterprise shortlist, compared

From each vendor's own pages, read 9 November 2026. "Not stated" means the pages we read do not say; ask the vendor. Self-serve prices for most of these tools are in our AI visibility tool pricing table.

Before you book ten demos, see where you stand: get a free AI visibility audit.

The 10 platforms, one by one

1. Profound: the widest enterprise coverage

Up to nine answer engines on Enterprise, SSO/SAML and SOC 2 on the same tier, and an API. Its FactCheck feature, available to Enterprise customers, checks each claim an engine makes against a knowledge base you keep current, and its Agents draft content that publishes to ten CMSs after approval. Pricing is custom after a free trial. Pick it when coverage and a content pipeline matter more than a published price. Our Profound alternatives guide covers what sits around it.

2. Conductor: AI visibility inside an enterprise SEO platform

SOC 2 Type II and SAML SSO are on its security page, and AI visibility sits beside the SEO and content workflow large teams already run in Conductor, including a Writing Assistant. Pricing is through sales; Conductor's own buyer's guide says plans start at $1,500 a month. Pick it if Conductor is already your SEO system of record.

3. AthenaHQ: actions, with SSO and a free entry tier

SAML and OIDC SSO, SOC 2 in its Trust Center, and multi-region, multi-language support on the enterprise plan. Its Starter plan ($295 a month) tracks 11 engines, and the Enterprise column lists discrepancy detection and claim review. A free tier lets a team try it before procurement starts.

4. Peec AI: monitoring at scale, with a SOC 2 Type II report

Up to 13 models on its top plan, unlimited languages, SSO on Enterprise and a SOC 2 Type II report on request. Each prompt runs once every 24 hours on every model. Peec reports and recommends rather than publishing changes. See our Peec AI alternatives for plan-level detail.

5. Writesonic: content creation with enterprise compliance

Its enterprise plan lists SSO/SAML, SOC 2 Type II, HIPAA and GDPR, with all nine AI platforms it covers tracked. Writesonic started as a content tool, so the draft-and-publish side is mature; check which CMS targets your plan includes.

6. Scrunch: serving AI agents a better site

SSO (SAML and OIDC) and an Enterprise Data API on Enterprise, seven named engines on every plan, and on Enterprise an AI-optimized copy of your site served to AI agents at the edge, leaving what people see unchanged. A different bet from editing your pages.

7. Evertune: heavy sampling per prompt

Evertune samples each prompt 100 times per model, which is the right instinct for answers that vary run to run. SSO and export to a cloud bucket and APIs are on its enterprise tier; Pro is $800 a month billed annually, sold through sales, with 11 models.

8. Semrush Enterprise: AI visibility beside your Semrush data

The enterprise tier lists SSO, team governance and audit logs, custom integrations and API, and nine LLMs on its AI Optimization tier, including Claude and Grok. Pick it if Semrush already holds your search data and you want one vendor.

9. Brandlight: brand accuracy and tone

Brandlight checks AI answers against a list of approved claims, flags factual errors with a severity, and shows tone per topic, engine and market; every question runs against every engine weekly. No public price or security detail on the pages we read, so it is a demo-first evaluation.

10. Stellarcast: measure, fix and prove, at a public price

What it adds for an enterprise team: each market is measured separately with native-language prompts, every reading carries a P25-P75 range, and Pro, Agency and Enterprise can export the full daily measurement series as CSV or JSON, so you leave with a history and not just a number. Self-serve plans start at $39 a month; see the plans.

How to run an enterprise shortlist in 30 days

1. Clear security first. Send the SSO, SOC 2 and data-processing questions to all shortlisted vendors on day one. It removes platforms faster than any demo.
2. Write one prompt set. 50 to 100 real buyer questions per market, the same set for every vendor in the pilot.
3. Pilot two or three at once. Run them side by side for two weeks on the same prompts, engines and markets.
4. Compare the variance, not the score. A platform whose number jumps ten points overnight with nothing changed is measuring noise. Ask each vendor how many samples sit behind a reading and whether changes carry a range.
5. Pull the raw export. Ask for the daily series behind the dashboard. If you cannot get it in the pilot, you will not get it at renewal.
6. Test one fix. Ship one change and see whether the platform can tell you, honestly, if it worked.

For the wider field, including the self-serve tools, see the best AI visibility tools in 2026. If an agency will run the program for you, read how to choose an AEO agency.