Answer engine optimization for B2B software
AEO Verdict runs the questions your buyers really ask across AI assistants, finds the exact worries that stop a confident recommendation and the page each one came from, fixes your site safely, and re-measures the verdict.
Free for our first design partners. No credit card.
The problem
The answer is often "partial". The assistant names you, then hedges on pricing, licensing, lock-in or reliability, citing an old page or someone else's comparison. A mention dashboard shows you the symptom. It doesn't tell you what to fix.
What a hedged AI answer sounds like
"You could consider them, but it isn't clear whether SSO is included, and some users report the setup docs are outdated. You may want to compare alternatives."
Each hedge has a source. We find it and fix it.
How it works
AI search optimization you can check. Every change has a reason, and every reason traces back to something an assistant actually said.
Measure
We take a job your buyers bring to AI, such as "pick a tool for our team", and run it several times across assistants. Each answer gets a verdict.
Fix
We write fixes from facts you sign off and apply them at the edge, in one reviewable config with a preview and a rollback.
Prove
Changed pages are submitted to search indexes. Then we run the same job again and compare the verdicts, before and after.
Then the next job, or the next worry.
Why not a mention tracker
| Topic | Typical mention tracker | AEO Verdict |
|---|---|---|
| What you get | Share of voice across hundreds of prompts | A verdict on the buyer jobs that matter to you |
| Why AI hesitates | Rarely shown | Each worry, tied to the page that caused it |
| Changes to your site | A list of recommendations, or a separate copy served only to bots | Reviewed fixes on your real pages, identical for everyone |
| SEO risk | Bot-only pages raise cloaking questions | One response for every visitor and crawler |
| Proof | A trend line | The same job, re-run before and after |
People, search crawlers and AI crawlers all get the same page.
We never touch titles, H1s, headings or URLs. Meta descriptions only change if you opt in.
Every claim comes from you, with a source. The AI never invents them.
Design partners
We're working with a small group of first design partners. Tell us your site and the buyer question you want AI to answer with you.
We'll be in touch by email about your AI buyer-job audit. If you think of a better buyer question in the meantime, just reply to our email.
FAQ
Answer engine optimization is the work of making AI assistants and AI search give accurate, confident answers about your product when buyers ask. It overlaps with generative engine optimization (GEO) and AI search optimization. The goal is not just to be mentioned, but to be recommended for the job the buyer is trying to get done.
Mention trackers report how often AI names you across many prompts. We start from a few buyer jobs that matter, record the verdict for each, extract every worry that holds the recommendation back along with the page it came from, then fix those pages and re-run the same job to show whether the verdict changed.
It is not cloaking. Every visitor and every crawler, human or AI, gets the same page. We do not change titles, H1s, headings or URLs, and every change is reviewable, previewed first and reversible.
We run buyer jobs through widely used assistants such as ChatGPT and Claude, several times each, because single answers vary. Every report states how each answer was collected.
From you. Each fix is based on a fact you supply and sign off, with a source link. The AI never invents claims about your product.
The edge fixes run as a Cloudflare Worker in your own Cloudflare account, so you keep control and can roll back at any time. If your site is not on Cloudflare, we hand over the same changes so your team can apply them in your CMS or docs.
We run the buyer question you choose across AI assistants and send you the verdict, the specific worries behind it, the pages each worry came from, and the fixes we would make. It is free for our first design partners.
One buyer question, a real verdict, and the pages behind it.