AI SEO & GEO agent
Your old posts are still answering for you.
Assay checks every page against your current facts and how it shows up in search and AI answers, then prepares a one-sentence fix for your approval.
By handMonth 0Month 12 · 48 of 300 refreshed
Each post every 6 years
AssayOne pass
All 300 checked against your facts
| Page | Last touched | What's wrong | Status |
|---|---|---|---|
| "How long does setup take?" (2023) | 19 months | Says | CheckingFix ready |
| Pricing comparison | 7 months | Old plan names | CheckingFix ready |
| "Best tools for RevOps" guide | 11 months | Losing AI citations | CheckingFading |
| Integration overview | 2 months | None | CheckingCurrent |
AI answers made old pages expensive.
Old pages used to sink quietly. Now AI answers quote them to buyers who never visit your site, and your analytics never sees it.
yourcompany.com/blog · 2023
How long does setup take? About two months for most teams.
Fix readyAI answer
Setup usually takes about two months, according to the company.
[1] yourcompany.com/blog · 2023
Trackers show the problem.
Assay fixes the page.
AI visibility trackers (Peec, Profound)
- AlertOutdated claim in AI answers
- Now what? Finding the page, rewriting it, getting sign-off, and publishing is left to you.
Assay
- AlertOutdated claim in AI answers
- FoundSource page: the 2023 setup post
- Fix readyOne sentence drafted from approved proof
- CurrentPage fixed. AI answers re-checked after.
Keep your tracker. Assay fixes what it finds.
Act 1 · Keep what you published true
Four moves on every page.
01
Read the whole site.
Every page, mapped to the facts it states.
02
Find what's wrong.
Contradictions, and pages losing rank or AI citations.
03
Prepare the fix.
Only the wrong sentence changes. Your voice stays.
04
Check the result.
It re-reads the live page and watches AI answers.
/blog/how-long-does-setup-take · paragraph 2
We know switching tools is a big decision. Most teams need about two months to get fully set up. Most teams are fully set up within 7 days. Our onboarding team stays with you the whole way.
Change a fact once, and every page that states it gets a fix: a new price, a launch, a rebrand, new proof.
Act 2 · Then let it run the whole loop
One agent, the whole loop.
Winning
See what your answers are quoting.
Assay shows which of your pages AI answers cite, and when that changes. Your lead decides what becomes the standard.
- Setup guide 41 citations Standard, set by the content lead
- Pricing FAQ 24 citations Fix ready to follow the standard
- 2023 guide 9 citations Fix ready to follow the standard
Gaps get filled too
A page for every question that counts.
When buyers ask something you have no page for, the agent drafts one from approved proof.
"Do you integrate with HubSpot?"
No page yet Drafting from approved proof Draft ready for reviewGoverned
Nothing goes live without a person's yes.
Every live change waits for a person's approval, and every change can be rolled back. Assay never gives itself new rights.
You choose how far it goes before it waits for you.
Waits to be asked
Checks AI answers and drafts only when someone starts it.
Checks AI answers
On a schedule, and tells you what changed. Prepares no drafts.
Checks and prepares drafts
Also prepares fixes and missing pages, ready for your yes.
Works with the site you already have.
Your CMS
Fixes go to the CMS you use, where your connection allows. Publishing access and write rights are set with your team.
A managed subdomain
Host approved pages on a fast branded site, with rollback.
See which of your posts
are teaching the wrong answer.
The governed core is available in controlled pilot. Workspace-specific providers and publishing destinations require current certification evidence before production use.
What is working today, and what is not claimed yet
Working today
Each item rests on local candidate evidence, not production certification. Full descriptions are in the dated manifest published with this page.
- Multi-engine answer evidence
- First-party search demand
- Reviewable SEO decision graph
- Grounded drafting
- Independent publish approval
- Destination-bound CMS workflow
- Scheduled governed checks
- Native, Copilot, and MCP control
- Confirmed domain activation
- Receipt-verified experiments
- Honest observation modes
- Evidence-driven content routing
- Goal-level site audit
- Shared runtime controls
- Closed event-to-plan runtime
- Exact demand ratification
- Buyer-language discovery
Not claimed yet
Built or partly built but not production certified.
- Dated live provider, CMS, alert/SLO, retention, and causal-canary certification is still required per workspace.
- Rendered DOM, hreflang, crawl logs, backlinks/authority, full entity coverage, and governed graph execution remain staged.
- Qualified traffic, conversion, pipeline, revenue, brand, and confidence-adjusted ROI are not yet the learning objective.
- The closed event-to-DAG substrate, source producers, immutable history, and confirmed recovery replay are shipped. Rolling runtime windows, richer portfolio alerting, and provider-native interruption of already in-flight calls remain staged.