Revisit the claims a published page still makes years after the campaign that produced it ended: bind each one to its source and its owner, and leave the publishing to a named person.
A page is drafted, and the claims inside it are pulled out and bound to the evidence behind each one.
02
A claim ages, and pricing, availability and capability move on while the sentence stays where it was.
Reason
03
A comparison names a rival, and the assertion is re-checked against its source before it is repeated.
04
An owner leaves, and the claims that person wrote sit orphaned until someone is named against them.
05
A page is rewritten, and the URL, a bookmarked heading and the redirect chain are all in play at once.
Decide
06
A template changes, and a claim inside it becomes a claim on every page built from that template.
07
A machine summarises the page alongside the person reading it, and structure serves both readers.
Out
08
A conformance target is set by you, and the agent works to it and names it on every page it touches.
09
Execute write actions only inside the approval boundaries agreed during implementation.
→Product statement
Copy is drafted, each claim is bound to a source and an owner, and what a rewrite would break is shown first. Publication is a named owner's act.
Example workflow
One page, draft to publication
AgentHuman
1Page evidence receivedContent briefs, source documents, product data or crawl captures
2Page context assembledThe page, the template behind it, the claims it carries and the day each was last checked
3Draft and claim register preparedThe page, its claims, the sources behind them and completeness
4Controls appliedClaim-source checks, currency checks, breakage previews and completeness confidence
No human action required
Nothing is published across stages 1 to 4 — the agent runs them unaided and drafts only, and the review lane opens at the completeness gate.
5DecisionSplits at the completeness gate
Evidence sufficient
Goes to the page owner to publish.
Anything thin
Adds a specialist read first.
Specialist review
The draft is held with its claims, their sources and the pages a change would touch.
Publish · Append evidence · Send to review
Published — by a named owner▼
6Page and template records updatedOnly where write access and records policy allow it
7Outcome evaluatedClaim currency, source coverage, reviewer corrections and what the read found
Corrections
Each specialist correction is counted in the evaluation.
What should not run autonomously
Human approval stays in control
Outside the boundary — human approval required8 items
Publishing a page, or any change to one.
Approving a claim no source supports.
Setting the conformance target for the site.
Signing off a template used across the estate.
Automation boundaryAgent acts unaided
✓Draft the copy and bind each substantive claim to its stated source.
✓Date each claim and name the orphans that outlived.
✓Show what a rewrite would break before the change reaches the live page.
✓Check the claim against the source it cites and report.
Nothing is published or asserted except by a named person, inside the agreed boundaries.
Judging whether a claim is legally defensible.
Promising a position in any search result.
Deciding which pages a rewrite may retire.
Changes to templates, URLs or redirect rules.
Example output
One claim, annotated
A published page is a standing claim: unlike a campaign it does not end, so this record holds where one claim came from, when it was last checked and who answers for it.
Claim register · single pageIllustrative example
Claim
Recorded as
Page
Evidence of record
Confidence
Held for
Capability claim, product page
Bound to a source, checked at draft
Capability
Source review, 3 August 2026
Held unpublished
The page owner, by name
As receivedRead from the brief, the source document and the live page — it reaches as far as those sources do.
What the record holdsSource documentLast checkedNamed owner
Why no publication hereWhether the claim may stand is the page owner's call, not a model output.
ActionPublishAppend evidenceSend to review
What the score decidesA draft below the configured threshold picks up a specialist read before the owner sees it.
Value
Where AI adds value
The same four claims, placed at the point in the workflow where each one applies.
Where the value landsValue 01 – 04
Every claimFrom the page that carries it
03Evidence
Where the evidence is used
Our advertising pages sit agency-side and answer to the client who booked the work; this one answers to the brand functions that own the site and lives with the page after the campaign ends.
01Approved path
A page owes two readers
The person and the machine that summarises the page read the same words, so headings, structure and answerability are craft rather than tricks, and no technique is proposed whose purpose is to mislead either one.
02Human review
What was checked, and not found
No federal web accessibility regulation binding private businesses in the United States was located: the rulemaking opened in 2010 was withdrawn in December 2017 and never replaced. The European Accessibility Act ties its e-commerce definition to concluding a consumer contract, so a purely informational brand site sits outside it, and no guidance squarely resolving that was found. WCAG 2.2 is the current published version, and the successor line remains an early working draft rather than a standard. No search engine publishes a ranking guarantee, and none is assumed here.
04Build an evidence trail
The page, the claim it carries and the owner who published it stay on the record.
Integrations
Typical integrations
Five system groups connect to the same agent. Which of them are in scope is decided in discovery.
Content and publishingCMS · page templates Live pages and drafts
Claim sourcesProduct data · pricing · approved copy Source documents
Search and crawl dataSearch console · crawler exports Index and redirect records
Agent
SEO and web copy
Reads the pages Checks the claims Holds for the owner
Ownership and case systemsDirectory · ticketing Owner and review records
A template-level claim-currency figure can read clean while comparison and versus pages carry most of the rework. Nestack reports the correction rate by page template, not only in total.
Slice performance — reported separately, not only in aggregateIllustrative example
Slice
Failure rate
Lift
Lift vs. threshold
Status
Comparison and versus pages
10.0%
3.6×
Review
Product and pricing pages
7.1%
2.6×
Review
Solution and category pages
4.4%
1.6×
Watch
Editorial and evergreen posts
1.5%
0.5×
Normal
Bar: correction-rate lift vs. editorial baseline · scale 0–4.0× · tick marks the 2.0× review threshold2 of 4 slices over threshold
Evidence-linked improvement
What an orphaned claim costs
A cycle ends when the orphaned claim is a standing case. That suite is what the next page published is measured against.
Improvement cycle · five stagesSwitchback — the path turns at Improve and returns at Learn
01Detect
Correction rate rises on comparison and versus pages.
02Diagnose
The claim still live on a page nobody has owned since the person who wrote it left is read back until one cause remains.
03Improve
Changes leave numbered, and the pages that forced them travel attached.
04Verify
One page case still failing is enough to stop the whole release.
05Learn
The case is kept, and the publication rules are rewritten alongside it.
Learn → DetectThe return edge. The next page is measured against a suite one case longer.
Typical build scope
Twelve workstreams across six weeks
Build scope set against the delivery timeline. The week structure follows the six-week plan — discovery, sources, draft assembly, evaluation, integration, then production validation and handover.
WorkstreamWeek 1Week 2Week 3Week 4Week 5Week 6
01Claim-currency discovery and automation-boundary work.
02CMS, source and search-console feeds.
03Claim-to-source and owner-coverage rule mapping.
04Page and template ingestion.
05Page, claim and owner binding.
06Completeness scoring and review routing.
07Owner publication workflow.
08CMS and search-console integration.
09Claim-currency and template cases.
10Guardrails and publication controls.
11Page-trail instrumentation.
12Deployment, documentation and Agent Care handover.
12 workstreams · 6 weeks · bar shows the weeks a workstream is active — several run in parallelFinal scope and sequence confirmed in discovery
Engagement tiers
What each tier includes
Rows are the capabilities named in each tier's scope. Higher tiers include everything below them.
Capability✓ in scope · — not at this tierPilotOne template, one quarterProductionProduction publication workflowAdvancedMultiple locales / brands
Introduced at Pilot
Draft assembly to your claims library✓✓✓
Page owner publication control✓✓✓
Indexable-page baseline✓✓✓
Introduced at Production
Reporting by page template—✓✓
Publication workflow in your CMS—✓✓
Approved write-back—✓✓
Content-system integration—✓✓
Introduced at Advanced
Multi-locale estates——✓
Cross-market claim packs——✓
Large page estates——✓
Multi-locale publication controls——✓
Build priceFrom $5,000From $8,000Custom quote
Final build priceSet after discovery, from the integrations, workflow complexity, page volume, approval controls and deployment requirements.
Separate from buildBuild pricing is separate from recurring Agent Care, which covers managed monitoring, evaluations, incidents and verified improvements after launch.
What we need from you
What you bring, and what we build with it
Each input maps to a piece of build scope and a week in the delivery timeline.
You bringWe build with it
01Your pages and the templates behind them→Page inventory mapping and claim captureWeek 1
02Representative briefs, source documents and live pages→Record binding, currency logic and the claim baselineWeek 2
03Your claims library and the conformance target you set→Claim mapping, owner binding and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports→CMS, source and search-data assessment, then integration setupWeek 2
05Pages you would not want cited→Currency cases and the evaluation suiteWeek 4
06What no ranking signal may guarantee→Completeness scoring, review routing, guardrails and publication controlsWeek 3
07A named owner to publish the page→Publication workflow, then pilot and production validationWeeks 5–6
Nothing else is requiredDeployment, documentation and Agent Care handover are ours.
Delivery timeline
Four phases across six weeks
Each bar is sized to the weeks that phase genuinely needs, and so the fifth of them doubles up.
PhaseW1W2W3W4W5W6
DiscoveryW1
BuildW2 – W3
EvaluateW4 – W5
Pilot & LaunchW5 – W6
Week focusW1Web workflow discovery, claim mapping and the automation boundaryW2Source integration and the claim-currency baselineW3Draft assembly, currency logic and publication controlsW4Evaluation suite, currency cases and failure-mode testingW5CMS integration, pilot pages and targeted correctionsW6One publishing year run under the web lead, then Agent Care handover
Reading the bandA bar spans only the weeks its own work is named for. The fifth doubles up because the work does.
At the end of W6When the page record validates, Agent Care picks the agent up.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.
Next step · Marketing AI agent
Build a web copy agent around the claim that outlived the person who wrote it.
Show us one page and the claim on it you would least like quoted back. Ask who owns that claim once its author has gone and the honest answer is nobody, which is the whole subject here. No position in any search result is promised, because search results are not ours to grant.
