Answer engine optimization
The AEO tool to get recommended by ChatGPT, Claude and Google AI
RankHound shows which answers from ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode name a competitor instead of you, tells you which problem each answer shows, gives you the sites to get listed on, and re-checks every engine so you can see whether it worked. All six engines from $9 a month.
Card required, nothing charged for 7 days
What to look for
Four things an AEO tool has to do
Judge any AEO tool by these four, this one included. New to the term? Read what answer engine optimization is, and what is oversold about it.
Answers
What each engine said most recently, per prompt. Open any answer to read it in full with the brands highlighted and the sources it cited.
What is the best project management software for a small agency?
Named you in 21 of 27 answers this weekhistory
- ChatGPTnamed you5 brands named · 4 sources
- Claudenamed you4 brands named · 6 sources
- Geminicited, not named4 brands named · 7 sources
- Perplexitynamed you4 brands named · 9 sources
- Google AI Overviewno AI answerNo AI answer shown for this query
- Google AI Modenot named3 brands named · 5 sources
Fabrikam alternatives for a remote team
Named you in 12 of 27 answers this weekhistory
Project management tool with built-in time tracking
Named you in 12 of 26 answers this weekhistory
Measure every engine separately
The engines retrieve differently and often disagree, so an average describes none of them.
Keep the answers, not a score
The text, the brands in order and every source cited, so you can see why, not only how often.
Name the problem
Cited but not named and never retrieved need different fixes. A tool that blends them cannot tell you which you have.
Give you the work
The sites and pages to get onto, ranked, with the answers behind each one.
Measure
Set an AEO baseline on every engine before you change a page
You can only tell whether answer engine optimization worked if you measured first. The same prompts run against all six engines on a fixed schedule, so when you publish, pitch or reframe a page, you can see which engine moved and by how much, with the number of answers behind it.
- A baseline per engine.
- One engine can move while another stays put, and a blended score would hide which one did.
- Results you can defend.
- Below five answers you see a count such as 3 of 4, so one lucky answer never reads as a win.
- Like for like, week on week.
- Same wording, same market, so a change in the answers is a change in the world, not in your prompt.
Named in AI answers
52%
Contoso named in 55 of 105 answers, all engines pooled.
Up 9 points from 43% the 7 days before (44 of 102).
Last 30 days, all engines pooled. A break is a day we didn't run.
By engine
Reported separately. We never average engines together.
ChatGPT
62%
named in 13 of 21 answers
Claude
3 of 4
answers naming you
Gemini
48%
named in 10 of 21 answers
Perplexity
71%
named in 15 of 21 answers
Google AI Overview
29%
named in 5 of 17 answers
Google AI Mode
43%
named in 9 of 21 answers
Diagnose
Know which AEO fix an answer needs before you write anything
Most AEO advice comes down to publishing more, and often that is the wrong fix. When an engine reads your page and still recommends a competitor, more content on the same topic will not change it. Every answer is marked with the problem it shows, so the work goes where it can move the result.
- Named: protect the position.
- You are in the answer, and your place in it is recorded, so you can see whether the work held.
- Cited, not named: a framing problem.
- The engine read your page and named someone else, so more pages on the same topic will not change it.
- Never retrieved: a coverage problem.
- None of your pages were among the sources, so the work is getting onto the ones that were.
← All answers
Fabrikam alternatives for a remote team
Claude
Cited, not named. This engine read contoso.com as a source and still didn't name Contoso in the answer. The fix is placement in what it reads, not more of your own content.
Most teams leaving Fabrikam want lighter planning and fewer seats to pay for. The closest like-for-like swaps:
Northwind: the most common pick for remote teams, with async updates and client portals built in.
Tailspin: best if you want docs and tasks in one place, at a lower price per seat.
Named in this answer
- #1 Northwind×3
- #2 Tailspin×2
- #3 Fabrikam×4
- #4 Litware×1
Citations
- g2.com
- contoso.comyours
- capterra.com
- reddit.com
Improve
The AEO work that happens off your own site, ranked
The engines read a set of pages before they answer, and the pages briefing your category are mostly not yours. We list the ones that keep naming your competitors and never name you, ranked, with the pages and answers behind each one.
- Where to pitch first.
- Every site the engines read that named a competitor and never you, ordered by how many answers it appeared in.
- What to pitch for.
- The exact articles, so you know which page to get onto rather than which domain to email.
- Told when it moves.
- An email when your rate rises or falls, or a rival pulls ahead, by more than the sample can explain. A quiet week sends nothing.
Sources
64 sites cited across 105 answers in the last 7 days. Your own site was cited in 34 answers.
12 sites to get listed on
Read by the engines while answering your prompts, and named a competitor every time without naming you. Getting onto these is the most direct thing you can do about the numbers on your Overview.
g2.com
read in 14 answers · named 4 competitors, never you
Claude, Perplexity, Google AI Mode, Google AI Overview
capterra.com
read in 11 answers · named 5 competitors, never you
ChatGPT, Claude, Gemini, Perplexity
lucernepublishing.com
read in 8 answers · named 3 competitors, never you
Google AI Overview, Google AI Mode
AEO from your AI agent
Run your AEO checks from Claude or any MCP client
Ask your agent which engines named you this week, where you were cited and not named, and which sites to get listed on. It reads the same numbers as your dashboard, and it is read-only, so it can never change your plan or spend your money.
- Connect in one line.
- The hosted MCP server needs nothing installed. Add the address and your API key.
- Ask in plain English.
- “How often did ChatGPT name us last month, per engine?”
- Get numbers it cannot misread.
- Below five answers your agent is told there is not enough data yet, never that you scored zero.
Card required, nothing charged for 7 days. MCP server, CLI and REST API on every plan.
MCP server address
https://mcp.rankhound.ai/mcpIn Claude Code
claude mcp add --transport http rankhound https://mcp.rankhound.ai/mcp \
--header "Authorization: Bearer amt_live_YOUR_KEY"Tested with
- Claude Code
- Claude desktop
And any other MCP client, over HTTP or stdio.
Read-only tools
get_melist_brandsget_visibilitylist_answerslist_sourcesget_current_dateget_sentimentget_share_of_voicelist_competitorslist_recommendationslist_questionslist_alerts
Pricing
An AEO tool with all six engines, from $9 a month
Plans differ by one thing: how many prompts you track. All 6 engines, the API, the CLI and the MCP server come with every one of them.
Solo
$9/month
2 prompts tracked
~256 answers a month
Starter
$19/month
5 prompts tracked
~640 answers a month
Growth
$29/month
9 prompts tracked
~1,152 answers a month
Scale
$49/month
15 prompts tracked
~1,920 answers a month
Card required, nothing charged for 7 days
How we compare with other AI visibility toolsOn every plan
- AI visibility tracking: which engines name you and which name a rival instead, with the sample size.
- AI sentiment analysis: whether you are recommended or caveated when named, with the sentence.
- AI brand monitoring: six kinds of change, each pointing at something to do, emailed above the noise.
- AI citation tracking: the pages AI reads, and the ones that name rivals and not you.
- AI share of voice: who gets recommended in your place, as a share of the answers.
- Prompt tracking: the questions to be recommended for, with search volume beside each.
- AI answer tracking: every answer in full, so you can read why a rival was named.
- MCP server, CLI and API: for your AI agent, at the same rate limit on every plan.
- AI visibility features: the full list, on one page.
Common questions about AEO tools
What a buyer asks before choosing an AEO tool, answered plainly. Anything else, ask us before you sign up rather than after.
Start 7-day free trialCard required, nothing charged for 7 days
What is an AEO tool?
How is AEO different from SEO?
Which answer engines does it track?
Does it write content for me?
How much does it cost?
Related reading

Measurement
What is AEO? Answer engine optimization
AEO, or answer engine optimization, means being the answer rather than a link. What AEO stands for, how it works, how to do it, and what is oversold.

Measurement
What is llms.txt, and does it work
llms.txt is a proposed standard for giving AI agents a clean summary of your site. What it is, who actually reads it, and what the evidence says.

Measurement
Generative engine optimization (GEO)
GEO, or generative engine optimization, came from a 2023 research paper with a benchmark and a number. What it claims, what holds up, and what is sold.
7-day trial
Start getting recommended by answer engines
Add your brand and the prompts your buyers ask. Your AEO baseline on all six engines lands with the first run, with the sites to get listed on beside it.
Card required, nothing charged for 7 days.
On every plan
- Every answer stored in full, with its citations.
- Every rate shown with the number of checks behind it.
- Cited-but-not-named reported as its own state.