Buyer Guides

Best AEO Tools for B2B Marketing Teams in 2026: A Buyer-Side Comparison

Published 2026-05-22 · Updated 2026-09-26

Questions this guide answers

What are the best AEO tools for B2B marketing teams?
Which generative engine optimization tools are best for B2B?
What is the best AI visibility platform for B2B SaaS?
Which AEO platform should I use for a B2B in-house marketing team?
How do I choose an AEO tool for B2B?

Direct answer

For B2B marketing teams in 2026, the best Answer Engine Optimization (AEO) tools are: Profound for enterprise-scale analytics and agent workflows, Peec AI for fast, clean mid-market analytics, Otterly for low-cost tracking led by SEO teams, Ahrefs Brand Radar for teams already on Ahrefs, and SolCrys when you need to close the loop from measurement to an approved, shipped, and re-tested fix. The choice turns on whether your team needs a dashboard that recommends or an execution platform that routes approved work and re-tests it. This guide compares 10 platforms across 7 dimensions using what each vendor publishes on its own pricing, product, and documentation pages, checked Sept. 26, 2026.

Why B2B teams are shopping now: in G2's April 2026 survey, 51% of B2B software buyers said they start research in an AI chatbot more often than in Google, up from 29% a year earlier. G2's July 2026 report adds a caveat: review sites (38%) narrowly edged out AI chatbots (37%) as the top shortlist influence. AI answers matter, but they sit alongside the rest of the buying journey.

Why we wrote this guide differently

Most "best AEO tools" lists are opinion rankings written by SEO bloggers or vendor employees. Two problems with that:

They rarely check what they claim to compare. A list that calls a tool "best for AI visibility tracking" seldom says which engines, plans, or prices it looked at, or when.
They confuse the categories. Some vendors measure and recommend; others also route approved work and re-test it. Scoring them on one scale produces misleading rankings.

How we tried to correct for our own bias

We're SolCrys, and we sell an AEO platform, so treat this as a buyer-side comparison with a vendor-bias disclosure, not a neutral analyst report. To partly correct for that bias we did three things:

We verified every vendor fact on the vendor's own live pricing, product, or documentation pages on Sept. 26, 2026, and we say where a vendor's own pages disagree.
We compare published capabilities, not our own measurement of vendors. An earlier edition included a column on how often AI engines cited each vendor's website in our dataset; we removed it because a vendor's own citation share says little about what its product does for you.
For every column where we score ourselves favorably, we name the vendor for whom that column is also true.

How "best AEO platform for B2B" depends on three buying choices

There is no single "best"; the right tool depends on which question you're solving first. If you don't know yet, our AI Visibility Platform Buyer's Guide walks through 10 questions that surface the answer.

Dashboard or execution platform? A dashboard shows where your brand appears in AI answers and, increasingly, recommends what to do. An execution platform also turns the recommendation into approved work, helps produce it, and re-tests the same prompts afterward. A rough heuristic: if no one on your team owns shipping content changes each month, start with a dashboard.
Which AI engines matter for your buyers? ChatGPT has the largest audience (OpenAI reported more than 1 billion weekly users on Aug. 31, 2026), Google's AI Overviews reach more than 2.5 billion monthly users (Google, May 2026), and AI Mode passed 1 billion monthly users (Alphabet, July 2026). Gemini, Perplexity, and Claude matter for some buyer groups. The "monitors 50+ engines" pitch is mostly noise; what matters is the 2–4 engines your buyers actually use.
In-house, agency, or hybrid? Agencies need client separation, white-label reports, and per-client economics. In-house teams need depth on one brand. Hybrid teams need both, and many platforms force a hard choice.

The 10 vendors we compared

Two notes on selection. We excluded AI SEO content writers that bolted a visibility module onto a writing tool; those belong in a different category. And we excluded vendors that advertise "guaranteed AI citation lift," because no one can deliver that today.

Vendor	Category	Notable as of September 2026
Profound	Enterprise AEO analytics and agents	$180M Series D at a $1.8B valuation (Sept. 15, 2026); brand self-serve is a free 7-day trial
Peec AI	Analytics-first dashboard with recommendations	Starter $95, Pro $245, and Advanced $495 a month (US); Actions in beta
Otterly	Low-cost tracker for SEO teams	API and MCP access on Standard and above; Claude available as an add-on
Ahrefs Brand Radar	AI visibility index on the Ahrefs suite	Sold standalone from $199/mo
Semrush AI Visibility Toolkit	AEO module on Semrush	Semrush is part of Adobe (acquisition closed April 28, 2026)
Conductor	Enterprise SEO and AEO platform	AgentStack (MCP, data API, agents) launched April 2026
Scrunch	AEO plus agent experience platform (AXP)	Part of Sitecore (acquisition announced June 3, 2026)
Evertune	AI brand index and AI advertising	Pro plan published at $800/mo
Brandlight	Enterprise AI brand presence	$30M Series A (Feb. 11, 2026); AI ad analysis in enterprise beta
SolCrys	Governed AEO execution	Founded 2025 in Bellevue, Washington; tracks 5 engines by plan

The 7 comparison dimensions

Dimension	Why it matters for B2B
Engine coverage (as published)	B2B buyers use 2–4 engines, not 50. Check which engines each plan actually includes.
Action layer	Does the platform only recommend, or does it also draft, route for approval, and re-test?
Citation-source visibility	You need URL-level data, not just "you got mentioned."
MCP and API access	Can your assistants and BI tools reach the data, and can they write?
Multi-tenant / agency fit	Hybrid teams and agencies need client separation.
Integration depth	CMS, CRM, analytics, and Looker Studio.
Pricing transparency	Listed pricing on the website vs quote-only.

The comparison matrix

Each cell summarizes what the vendor publishes as of Sept. 26, 2026. "Not verified" means we could not confirm it on the vendor's public pages, not that the feature is missing. All 10 show URL-level citation sources in some form, so we left that column out.

Vendor	Engines (as published)	Action layer	MCP / API	Agency fit	Published pricing
Profound	Trial: ChatGPT, Gemini, AI Overviews. Enterprise: up to 9	Agents draft and, per Profound, can publish approved content to a CMS	MCP (read and write); API on Enterprise	Agency Growth and Agency Enterprise plans	Free trial; Enterprise custom
Peec AI	Choose 3 on self-serve (more as add-ons); up to 13 on Enterprise	Actions (beta): ranked recommendations with a suggested brief; per Peec, no content writing	MCP (read and write); API plan tier differs between Peec's pricing page and docs	Agency plans with white-label reporting	Yes ($95–$495/mo)
Otterly	Included: ChatGPT, AI Overviews, Perplexity, Microsoft Copilot. Paid add-ons: AI Mode, Gemini, Claude	Recommendations and GEO audits	MCP and API on Standard and above	Agency Partner program	Yes ($29–$489/mo)
Ahrefs Brand Radar	AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, Copilot; Claude for custom prompts	None; insight feeds Ahrefs' SEO tools	MCP and API on paid Ahrefs plans	No agency plan	Yes (from $199/mo)
Semrush AIVT	AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini (varies by report)	Recommendations; content through Semrush tools	Semrush MCP; API on Semrush One Advanced	White-labeled PDF reports as a $20/mo add-on	Yes ($99/mo toolkit)
Conductor	ChatGPT, Claude, Gemini, AI Mode, AI Overviews, Grok, Copilot, Perplexity	Writing Assistant drafts; turnkey agents in AgentStack	MCP and data API (AgentStack)	Agency partner program	No (usage-based)
Scrunch	Core: 4 engines. Enterprise: 9	Recommendations, page optimizations, and AXP on Enterprise	MCP custom and API on Enterprise	Agency plans	Yes (Core $250/mo)
Evertune	11 models incl. ChatGPT, Gemini, AI Mode, Claude, Copilot, Perplexity	Content Agent drafts articles (25/mo on Pro)	Not verified	No agency plan listed	Yes ($800/mo Pro)
Brandlight	Names ChatGPT, Gemini, Perplexity, Copilot, Grok, Claude; no full list	Content analysis and optimization	Not verified	Agency partnership program	No (demo)
SolCrys	ChatGPT, AI Overviews, Gemini, Perplexity, Claude (Starter 3; Pro any 4; Custom all 5)	Governed loop: Action Hub tasks with human approval, then a rerun of the same prompts	MCP (18 tools, 2 opt-in writes); CSV export; no public REST API	Agency $1,499/mo (10 client orgs); Agency Pro $4,999/mo (25)	Yes ($99–$399/mo)

How to read the matrix: five recommendation patterns

Below are five B2B buyer patterns and the vendor that fits each best. If your situation matches one, you have a starting point. Where we recommend ourselves, we name the alternative.

Best for enterprise B2B SaaS with category-leadership ambitions: Profound

Profound fits when the job is "convince the CMO, CEO, and board that AI search is a material brand channel, and fund it." Its enterprise narrative is the strongest in the category, its Enterprise plan covers up to 9 engines, and Agents now let a team draft and publish approved content from the same platform. Limitation: ongoing use means an Enterprise contract, and governance of what Agents publish is your team's to design.

If your team has the headcount to act on insights, this is the safest enterprise pick.

Best for mid-market B2B with a tight team and a real budget: Peec AI

Peec is fast to value: pricing is published, every plan includes unlimited users, and the dashboard is well organized. Actions (in beta) ranks what to fix with evidence and a suggested brief, and Peec can check AI answers against brand facts you set. Limitation: self-serve plans track 3 models before add-ons, and Actions stops at the recommendation; per Peec, it doesn't write the content.

Pick Peec if you have a 5–25-person marketing team and need answers in week 1, not month 2.

Best for B2B teams already on Ahrefs: Ahrefs Brand Radar

If you already pay for Ahrefs, Brand Radar is the lowest-friction add. Its index (449M+ prompts, per Ahrefs) lets you research any brand with no setup, citation data is accessible, and it sits next to Ahrefs' keyword and backlink tools. Limitation: there's no execution layer; Brand Radar is reporting infrastructure on an SEO stack. The same logic applies to Semrush's AI Visibility Toolkit.

The right play for a B2B SEO lead who wants AI visibility in the existing SEO report, not a separate procurement cycle.

Best for B2B agencies managing 10+ clients: SolCrys

This is where our bias shows, so we'll be specific. SolCrys agency plans sell client-organization capacity: Agency is $1,499 a month for 10 client organizations and Agency Pro is $4,999 for 25, each client with its own prompt set and Corporate Context. Agencies can pull data into their own client dashboards through CSV export and the MCP server, white-label reporting is delivered as a service by our team, and the closed loop lets the agency show "we executed these approved actions, and here is how the same prompts moved afterward" each month.

If you're an agency and want a walkthrough for a 25-client portfolio, book a partnership call.

Honest alternative: if your agency sells reporting only, Peec AI's agency plans (from $245 a month, with white-label reporting) or Otterly's partner program may cost less. Our agency guide runs the numbers.

Best for B2B teams that have run an audit and need to act: SolCrys (with a caveat)

If the audit report has sat on a shelf for two months, you don't need another dashboard; you need the execution layer. SolCrys is built around all four steps, Measure → Diagnose → Execute → Verify. We can show the recommendation, the Action Hub task with its owner and approval gate, the URL your team published, and the same prompts rerun afterward. Movement after a fix is an observation, not proof that the fix caused it.

The caveat: if you don't have a content function (a writer, agency, or in-house team) to turn briefs into shipped pages, an execution platform is overkill. Buy the dashboard, hire a writer, then re-evaluate.

Five questions to ask in vendor calls

Use these to pressure-test what any vendor in this comparison tells you. For the longer 10-question version, see our AI Visibility Platform Buyer's Guide.

"Can you show me one URL-level citation for one of my competitors, right now, in your platform?" This tests whether the vendor captures cited URLs or only brand-mention strings.
"Which engines are included on the plan you're quoting, and what does each additional engine cost?" Several vendors include 3–4 engines and sell the rest as add-ons.
"Show me a recommendation your platform generated last week, and what happened to it." A pure dashboard cannot answer this.
"After we ship a fix, how do you show whether the answer moved?" Look for a rerun of the same prompts on the same engines, not a new prompt set.
"What's the source of your engine data: the consumer interface, an API, or synthetic prompts?" All three exist in this market, and API answers can differ from what buyers see.

Pricing reality check

Published pricing is now common below the enterprise tier. Of the 10 vendors above, 7 publish at least a starting price (Peec AI, Otterly, Ahrefs, Semrush, Scrunch, Evertune, and SolCrys); Profound (beyond its free trial), Conductor, and Brandlight quote through sales.

Price bands for a B2B mid-market team (one brand, about 50 prompts, 3–5 engines, daily tracking), as published on Sept. 26, 2026:

Entry / self-serve: $29–$250 a month. Otterly Lite $29 (15 prompts) and Standard $189 (100 prompts, 4 engines before add-ons); Peec AI Starter $95 (50 prompts, 3 models); SolCrys Starter $99 (20 prompts on ChatGPT, Gemini, and Google AI Overviews); Semrush AI Visibility Toolkit $99 (25 prompts); Ahrefs Brand Radar from $199; Scrunch Core $250 (125 prompts, 4 engines). SolCrys also has a free workspace: 10 ChatGPT prompts and 1 content audit, no credit card.
Growth: $245–$800 a month. Peec AI Pro $245 and Advanced $495; SolCrys Pro $399 (60 prompts, any 4 of 5 engines); Otterly Premium $489; Evertune Pro $800.
Enterprise: custom (Profound Enterprise, Conductor, Brandlight, Peec AI Enterprise, Scrunch Enterprise, SolCrys Custom from $2,000 a month).
Agency: SolCrys Agency $1,499/mo (10 client orgs) or Agency Pro $4,999/mo (25). Peec AI agency plans run $245–$795/mo by credits; Profound's self-serve Agency Growth plan adds full client workspaces at $399/mo each; Otterly runs a partner program.

How to use these numbers

Treat them as orientation, not quotes: engine add-ons, prompt caps, and credits change the real number, and several vendors changed pricing in 2026. For a fuller breakdown, see our AEO platform pricing guide.

A request, not a CTA

The slowest part of choosing an AEO platform is generating comparison data yourself. If you'd rather not run prompts by hand, Start Free: the free workspace runs 10 ChatGPT prompts and 1 content audit on your brand, with email verification and no credit card. Use it to evaluate us, or to evaluate someone else; both are fine.

Vendor facts in this guide were checked on each vendor's own pricing, product, and documentation pages on Sept. 26, 2026. Prices and engine lists change often, so confirm with the vendor before you buy. If you find an error, tell us and we will correct it.

Sources

FAQ

What's the difference between AEO, GEO, and AI SEO?

AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) describe the same work: improving how a brand shows up in AI-generated answers from ChatGPT, Perplexity, Google AI Overviews, and others. "AI SEO" is an umbrella term some vendors use to bundle traditional SEO with AEO. For a B2B buyer, treat them as synonyms and evaluate vendors on capabilities, not naming. We cover the distinction in AEO vs SEO.

Do I need an AEO tool if my SEO traffic is fine?

It depends on the engine. For Google's AI Overviews and AI Mode, Google's May 2026 guide says optimizing for generative AI search is still SEO, so strong SEO carries over. ChatGPT, Perplexity, and Claude retrieve and cite sources differently, so a B2B brand can rank well in Google and still be missing from ChatGPT's answer to the same buyer question. If your buyers shortlist vendors in chatbots, you need to know what those engines say about you, and whom they recommend instead.

Which engines matter most for B2B?

No neutral study ranks engines by B2B buying influence yet. Start from reach and from your buyers: ChatGPT has the largest audience (more than 1 billion weekly users, per OpenAI in August 2026), Google's AI Overviews and AI Mode reach billions of monthly users, and Gemini, Perplexity, and Claude matter for some buyer groups. Ask a sample of recent buyers which ones they used, then focus depth on 3–5 engines. The "monitor 50+ engines" pitch usually means a long tail with little buyer use.

How long until an AEO platform shows results for a B2B team?

Plan for at least a quarter from setup to a readable trend on a tracked prompt set, assuming you act on the diagnoses. Measure visibility as a percentage across repeated runs, not a single answer: SparkToro's January 2026 study found less than a 1-in-1,000 chance that two runs return the same brand list in the same order. A dashboard's insights don't compound until your content team or agency acts on them. We cover the business case in AEO ROI: Building a CFO-Ready Business Case.

Should we build an AEO function in-house or hire an agency?

In-house wins on speed of iteration when your content team is strong; an agency wins on breadth of source-layer work (third-party coverage, reviews, community, and PR), which most in-house teams underweight. A hybrid, with an in-house platform license and an agency for source-layer work, is a common mid-market pattern.

Is "AI citation tracking" the same as "AI visibility monitoring"?

Not quite. AI visibility monitoring measures whether your brand was mentioned in an answer. AI citation tracking measures which URLs the engine pointed to as sources. Both matter for B2B: mention rate tells you about brand recall in the answer, and citation rate tells you about traffic potential and source-layer presence. We cover the distinction in ChatGPT Brand Mentions and Citation Gap Audit.

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