Best Enterprise AI Visibility Platforms in 2026: 12 Vendors Checked Against a Procurement Review

"Enterprise" in this category mostly means "we won't print the price." Of the 12 platforms below, only Ahrefs ($1,499 a month, annual commitment) and Trakkr (from $1,000 a month, billed annually) publish an Enterprise price that includes SSO. Rankscale prints a $780 top tier without SSO, HubSpot AEO is a $50 Beta product, and the other eight route you to a demo or sales call, several of them holding the strongest security paperwork in the group. So this guide doesn't fake a cost ranking. It sorts vendors by what a security and procurement review actually blocks on: SSO, a SOC 2 report, audit logs, contract terms, and whether the company will still exist in the form you bought.

The short version. Profound, Conductor, Scrunch, Goodie and AthenaHQ publish the fullest control sets, and four of them state a SOC 2 Type II report. Peec AI suits a GDPR-first buyer whose IT team accepts SAML 2.0 alone. Semrush, Ahrefs and HubSpot fit when AEO must sit inside a contract you already hold, though HubSpot's AEO product is still Beta, a stop sign for most procurement teams. We read each vendor's pricing, security, legal and docs pages on 5 October 2026. "Not stated" means we found nothing there, not that the control is missing.

This ranks software you run yourself. Paid placement is a different purchase, covered in our guide to AI citation placement services. Without the enterprise lens, see Best AEO Tools in 2026.

Key Facts

• Only 8% of Google visits in a Pew Research Center sample of 900 US adults ended in a click on a regular result when an AI summary appeared, against 15% when none did (Pew, March 2025 data).
• Only 12% of links cited by ChatGPT, Gemini and Copilot appeared in Google's top 10 for the same prompt, across 15,000 prompts (Ahrefs, August 2025; Ahrefs sells Brand Radar, an AI visibility product).
• Our count on 5 October 2026: 4 of the 12 vendors can be priced from public pages at a 500-prompt workload; 8 can't.
• Seven of 12 vendors state a SOC 2 report of their own (two claims cover a parent platform, not the AEO product). Three cite only their cloud host's certificates, one is in progress, and one states nothing.
• Three of the 12 sit in recent acquisitions: Adobe closed its Semrush purchase on 28 April 2026, Sitecore announced its Scrunch purchase on 3 June 2026, and HubSpot's AEO product came from its XFunnel deal, announced 31 October 2025.
• Profound says it raised a $180 million Series D at a $1.8 billion valuation on 15 September 2026 (Profound newsroom), a company statement.

Quick Comparison Table

What "Enterprise" Actually Buys

Read the tiers before the features. Four vendors print a top-tier number, but only Ahrefs and Trakkr attach SSO to it.

Three cautions. Goodie's $399 is the annual-billing rate. Profound shows no base fee, only agency add-ons: a client workspace at $399 a month and five trial workspaces at $199. On Scrunch's rendered brands tab, loaded from Vietnam, we saw Core at $250 a month plus Enterprise, while a US-routed fetch returns the Starter $300 and Growth $500 tiers that older roundups quote. Both layouts are real vendor pages, so check what your own region sees. We didn't price its agency tab. Ahrefs also serves currency by region: USD on its pricing page, GBP on its Brand Radar page.

The Procurement Matrix

A security review asks three families of question. Identity first. Most vendors list role-based access, so it doesn't separate them; SSO, SCIM and the audit log do.

Attestations and data location come second. A vendor citing its host's certificate is telling the truth and answering a different question.

Commercial terms come third, and they're where small vendors are most uneven.

AthenaHQ's MSA holds the only availability figure we found (99.9% a month). Profound lists a 24-hour support SLA; Scrunch, Rankscale and Trakkr mention SLAs without numbers.

Enterprise-Ready or a Point Tool With an Enterprise Button

That's the real split, and it isn't big versus small. A nimble vendor can still be right: AthenaHQ publishes a contract most larger vendors keep behind a sales call, and Trakkr says plainly that its SOC 2 coverage is its providers'.

Ask for the report itself, with its audit period and a scope naming the product you're buying. A homepage claim is a starting point, not evidence.

The Five Built for Enterprise Procurement

1. Profound: audited controls, an agent product, no base price

Profound's Enterprise tier is demo-gated and no base fee is printed, though its agency view does show client workspaces at $399 a month. The controls are documented: SAML or OIDC SSO, SCIM and activity logs (see its changelog), a SOC 2 Type II report and a HIPAA assessment. It now positions as an "AI Marketer" agent, so score it as one. Right for large brands wanting audited controls plus agent workflows; wrong if you need a number before a call. See Profound alternatives.

2. Conductor: an SEO platform with AEO added, and the widest attestation list

Conductor's security center lists SOC 2 Type II, ISO 27001:2022, ISO 42001, SAML SSO and annual third-party pen tests. Its pricing page shows three tiers, no dollar figure, and usage-based metering in AI Search Credits. Right for an enterprise SEO team wanting AEO inside one contract; wrong for a team shopping AEO alone. See Conductor alternatives.

3. Scrunch: SOC 2, SAML and OIDC, and a new owner

Sitecore announced its acquisition of Scrunch on 3 June 2026 and didn't disclose terms; Bloomberg reported about $225M. Scrunch's security FAQ states SOC 2 Type II, four user roles, audit logs and SLA guarantees without a figure; its enterprise page names Lenovo, Skims and Crunchbase, a vendor claim. SAML and OIDC are Enterprise-only. Right for buyers wanting a full control set plus site-delivery tooling who can live inside Sitecore's orbit; wrong where you need an independent vendor. See Scrunch alternatives.

4. Goodie: SOC 2 Type I and II with SCIM

Goodie's security page states SOC 2 Type I and Type II, SAML SSO, SCIM, role-based access and a Trust Center. Enterprise adds up to 13 models, 500-plus prompts and API access. GDPR wording, a DPA, data region and a customer audit log aren't stated. Right for teams wanting SOC 2 plus content drafting; wrong where residency must be in writing.

5. AthenaHQ: the contract is public

AthenaHQ's master subscription agreement and DPA are online. Order Forms auto-renew unless you give 30 days' notice and can't be ended for convenience; availability is 99.9% a month, with a 5% credit per hour-long outage as the sole remedy; either party may assign the contract in an acquisition. Enterprise adds SAML, OIDC and an organization log, and the footer lists SOC II and GDPR. Right for buyers who want to mark up a real contract; wrong if you need a Type II report today. See AthenaHQ alternatives.

The Three Suites With AEO Inside

6. Semrush: real machinery, new owner

Adobe completed its acquisition of Semrush on 28 April 2026, and Semrush continues as an Adobe company. Semrush's security page lists PCI DSS Level 1, annual pen tests, SIEM logging and data processing addenda. SAML SSO covers Guru and Business plans. SOC 2 Type II appears only on its Enterprise site, and whether it covers the $99 AI Visibility Toolkit isn't stated. Semrush's own pages also disagree on the toolkit's commercial terms: the pricing page says $99 billed annually with a seven-day trial, while the knowledge base says $99 a month and no trial, and extra seats are "from $45" on one page and a $99 license on the other. Get all three in writing. Right for teams already inside a Semrush contract; wrong for those wanting a standalone vendor. See Semrush toolkit alternatives.

7. Ahrefs: the printed price and the honest gap

Ahrefs prints its Enterprise price: $1,499 a month, annual commitment, with SSO, an audit log and uncapped API. Its FAQ says SAML and invoice payment are Enterprise-only, SCIM comes through support, a DPA with EU clauses is public, and SOC 2 is in progress with no report to share. The Enterprise page also shows an "ISO27001 certified" tile that the FAQ doesn't repeat and we couldn't match to a certificate. Right where you want a number and a DPA today; wrong where SOC 2 is a hard gate.

8. HubSpot AEO: strong parent, Beta product

HubSpot's platform holds a SOC 2 Type 2 report, a public SOC 3 and a Frankfurt data center option (security page). The AEO product is Beta at $50 a month ($45 annual) for 25 prompts on three engines, and its Beta terms say it's provided as-is, support isn't owed, and access can be suspended any time without liability. Right as a low-risk trial or for Marketing Hub Pro and Enterprise customers; wrong as a system of record until it exits Beta.

The Four Lean Tools With an Enterprise Tier

9. Peec AI: GDPR-first, SAML only

Peec AI is a Berlin GmbH; its privacy policy says it has signed processing agreements with each processor. Enterprise adds SSO, but its docs say SAML 2.0 only, no OIDC, no SCIM, set up by its team. We found no SOC 2 statement. Right for GDPR-led buyers and agencies; wrong where OIDC, SCIM or SOC 2 are gates. See Peec AI alternatives.

10. Otterly: transparent tiers, borrowed certificates

Otterly's security page lists SOC 1, SOC 2 and ISO 27001 as certifications of the AWS data centers it runs on. It hosts in Frankfurt, keeps public monitoring data in the US, and offers SAML through Clerk on Enterprise. Right for lean teams wanting prices on the page; wrong where the reviewer needs the vendor's own SOC 2.

11. Rankscale: wide coverage, thin enterprise paper

Rankscale prints a $780 tier with 12,000 credits and a REST API, but SSO sits on a custom plan alongside SLA guarantees, and its /security path returns a 404. Its privacy policy says it's hosted on Google Cloud in Iowa and cites Google's certifications, not its own. Right for budget buyers and agencies; wrong for a formal procurement review.

12. Trakkr: the candid one

Trakkr's Enterprise tier starts at $1,000 a month, billed annually, with SSO, a security review, custom contracts and a priority support SLA. Its security page says it inherits its providers' SOC 2 controls and is still evaluating its own certification. Right for a mid-size team needing SSO that will accept a questionnaire in place of a report; wrong for a Type II requirement.

What Enterprise Volume Really Costs

Metering is where rankings flip. Divide each published price by the answers it buys and the spread is about twenty to one.

Per-answer figures are derived from published limits; Otterly and Semrush counts assume daily runs.

Profound's agency tab prints a $399 client workspace with 100 daily prompts on three engines, about $0.044 an answer by our arithmetic. Conductor, Goodie and HubSpot can't be computed because they don't state answer volumes against price. This isn't a quality ranking: a $0.08 answer from a vendor with audited controls is a different product from a $0.004 data point. It's a prompt to ask what a credit, prompt or check is, and what overage costs.

Now a workload an enterprise might run: one brand, 500 prompts, 4 engines, daily (60,000 answers a month).

Build or Buy: When a Warehouse and a Cron Job Wins

At these volumes, scheduling prompts against provider APIs and writing answers to your own warehouse is a real option. Here's the search-tool fee floor for 500 prompts on three engines: 45,000 answers a month, 15,000 each.

Provider rates read on each provider's own pricing page on 5 October 2026. They change often, so confirm before you budget.

That floor sits below most vendor bills. It leaves out model tokens, storage, citation parsing, a dashboard, and the engineer who fixes it when a provider changes a tool.

Two catches. Peec AI's docs argue API answers often differ from what users see in the interface, which is why it collects through browser automation; Peec sells that data, so weigh it as a vendor argument. The reverse route has its own issue: OpenAI's consumer Terms of Use prohibit automatically or programmatically extracting output, so any vendor collecting through an interface carries a terms question. We don't know how any vendor resolves it, so ask. For the wider decision, see build vs buy vs integrate for AI tooling.

Build when you have a data team, a modest prompt list and a reason to own the raw answers. Buy when you need AI Overviews coverage, an executive-ready report, or something your security team can approve in a week.

Vendor Viability: What Changed in 12 Months

Enterprise contracts run for years. This category rearranged itself in months.

Dates and terms as published by the companies named.

Semrush's customer FAQ says there will be no immediate changes to agreements and customers can keep both contracts for now. "Immediate" and "for now" are the words to negotiate around. Scrunch's pricing page shows different layouts depending on where it loads, and we can't tell whether that's region or an A/B test. Profound's round lowers its runway risk. For Conductor, Goodie, Otterly, Rankscale, Trakkr and AthenaHQ we found no ownership or funding statement on the pages we read, so put that in the RFP.

Evaluation Checklist and RFP Questions

Score each shortlisted vendor from 0 to 5 on these weights. Our SaaS vendor evaluation scorecard covers the general method.

Then put these to every vendor in writing. How to run a SaaS RFP covers the process.

How to Choose: Decision Framework

What to Do Next

Pick three vendors from the decision table, send each the seven RFP questions in writing, and ask for the SOC 2 report and a quote at your real prompt and engine count. Then run a 30-day pilot on your own buyer questions, not the vendor's demo set. How to measure AI visibility explains why two tools can disagree about the same brand and what a defensible report looks like. If a vendor's pitch is an agent that changes your site rather than a dashboard, Best GEO Tools in 2026 shows which of these same vendors act on what they find, and the evidence on llms.txt and schema markup suggests the popular on-page tactics don't lift citations on their own.