The newer comparisons ask six tools and ours the same eight questions, with each rival's answer quoted from its own pages and dated; this overview is from August. Declared interest first: AEOSearch is our product, and we are writing this page partly because the roundups AI assistants cite for "best AEO tools" don't include us yet — our own audit measured exactly that. So the rules of this table are strict: every competitor cell states public positioning from the vendor's own pages, this table quotes no competitor pricing (the comparisons do, each dated) and invents no benchmarks, and our own "where it falls short" cell is as blunt as the ones we write about others.
| Platform | Best for | Where it wins | Where it falls short | Standout differentiator |
|---|---|---|---|---|
| AEOSearch | SMBs, DTC brands, and agencies that need defensible numbers, from a free scorecard and a report priced from $25 | Answers bought at retail from each assistant's API, or captured from its public page, one or three passes per question chosen before you pay, every answer stored and auditable; unprompted vs. branded split; fix plans tied verbatim to lost questions; WordPress/Shopify apps that apply fixes with consent and rollback | Young brand: as of our own 2026-08-23 audit, no engine cites aeosearch.io and third-party roundups don't list us; no enterprise SSO or multi-seat orgs yet (in active development) | Publishes its own audit numbers — including the 0% — and an honesty rule: no invented statistics anywhere in a report |
| Profound | Enterprise brands wanting deep answer-engine analytics | Category-defining content that AI assistants already cite; answer-engine insights product tracking presence, citations, and inaccuracies | Positioned and priced for enterprise; its widely-cited tools roundup reviews its own market | The reference vendor much of the category's written record points to |
| Semrush | Teams that want AI visibility inside an established SEO suite | One stack for SEO and AEO; large existing dataset and knowledge base the engines already trust | AI visibility is one module among many — depth of a dedicated tool is the open question to test in trial | The incumbent SEO platform adding an AEO lens |
| Ahrefs (Brand Radar) | SEO teams already in Ahrefs wanting AI-answer tracking | Brand Radar rides Ahrefs' crawl infrastructure and familiar UI; free AI Overviews tracker is widely cited | AEO is an extension of an SEO product, organized around SEO's mental model | Best-known free entry point into AI-visibility checking |
| Conductor | Enterprises wanting AEO monitoring plus content workflow in one platform | Full-platform breadth — monitoring, content, agentic features — and a fresh, structured academy the engines cite | Enterprise sales motion; entry cost and complexity for small teams | Positions as the all-in-one enterprise AEO/SEO platform |
How to actually choose
Ignore the category labels and ask four questions in trial. Does the tool store the answers behind its numbers, and can you read them verbatim? (If not, the numbers are unauditable.) Does it separate unprompted from branded questions? (If not, the headline metric is inflated.) Does it label grounded versus not-grounded answers? (A not-grounded answer may show only what the model remembers.) And does the diagnosis name the winning source per lost question, or hand you generic advice? Any platform in this table can be tested against those four in an afternoon.
Our own answers are the product: every number computed from stored answers, the unprompted split enforced by design, grounding labeled per engine, and the fix plan quoting the competitor page that won. The free scorecard shows all four behaviors before any money changes hands.
Your Questions
What is the best AEO tool?
Wrong first question — the right one is what you need measured and at what price. Enterprise teams gravitate to Profound or Conductor; teams inside an SEO suite test Semrush or Ahrefs' Brand Radar; brands wanting stored, auditable answers from a free scorecard up start with AEOSearch. Trial against concrete criteria beats any roundup, including this one.
How is AEOSearch different from Profound or Conductor?
Scope and price point: they are enterprise platforms; AEOSearch is built for SMBs, DTC brands, and agencies. Method: we buy answers at retail from each assistant's API (or capture its public page), ask each question once or three times as the buyer chooses, store every answer verbatim, and enforce an honesty rule — no invented statistics. And we publish our own audit numbers, including the unflattering ones.
Can I just use my SEO tool's AI feature instead of a dedicated AEO platform?
Test it against four behaviors: stored verbatim answers behind every number, an unprompted-versus-branded split, grounding labels per answer, and per-question diagnosis naming the winning source. If your suite's module does all four, it may be enough. If it reports one blended "AI visibility score", you can't defend that number to anyone.
Written by AEOSearch. Vendor details and research findings reflect the article’s publication date.
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