Broken links
Pages that will not open, missing images and buttons that lead to the wrong place.
AI Website & App Monitoring
AI-assisted monitoring for your website
We check for broken links, misplaced products and conflicting information. AI flags possible issues, and our team reviews them and reports the findings with evidence and priorities.
Problems we look for
Choose an example to see the problem and our suggested next step.
Everyday home
Home / RefrigeratorsRefrigerators
Double-door fridge
Electric kettle
Compact fridge
A kettle in the refrigerator category
A kettle is listed under refrigerators. Check the category rules before changing its placement.
Human review before changesWhat your team receives
A reviewed issue list gives your team enough context to decide what to do next. Each finding distinguishes a confirmed failure from something that still needs checking.
- Screenshots and the affected page or journey
- Evidence, explanation and recommended action
- Priority, responsible team and current status
- Unresolved issues and the result of each recheck
The report keeps open issues and areas we could not check visible, alongside recheck results after your team makes changes. Priority and responsibility are agreed with your team.
Needs review
Suspected category mismatch
Page/shop/refrigerators
- Evidence
- Electric kettle appears in the Refrigerators category.
- Expected placement
- The agreed category rule allows refrigerators only.
- Suggested action
- Check for a promotion or exception. If neither applies, correct the product category.
What we check
For online shops, corporate websites and browser-based apps.
Content mistakes
Misplaced products or conflicting details, checked against your approved information and category rules.
Forms and page layouts
Layout problems and obstacles in the enquiry, booking or purchase steps we agree to test.
Search and AI-search readiness
We check whether public pages can be indexed, review page descriptions and compare search-readable information with the visible page. These checks support search engine optimisation (SEO) and AI-search readiness (GEO).
Authenticated screens use agreed test accounts. Native apps need a separate device and testing scope. SEO/GEO covers public web content; rankings and AI citations are not guaranteed.
How we know what belongs
First, we agree what your website should show. Your product records and category rules give each check a reference.
Product record
Electric kettle
- Product type
- Kettle
Category rule
Refrigerators
- What belongs here
- Refrigerators only
The product type does not match the category rule
Set up around your business
During onboarding, we agree which records to trust, which pages and journeys to check, and which exceptions to allow. These rules can be revised when your website changes.
A promotion or an agreed exception could explain the placement. AI flags the mismatch; a reviewer checks the context before recommending a change.
Keep checking as your website changes
New products, campaign updates and software releases can introduce new issues. A recurring service keeps checks and follow-up work on an agreed schedule.
Your website changes
Your team adds products, changes content or publishes a software update.
We run the checks
We check the agreed pages and journeys. Checks after updates can be added where integrations allow.
Review and report
We review the evidence and send your team prioritised findings and recommended next steps.
Verify and repeat
We recheck affected pages, keep unresolved items visible and continue with the next scheduled check.
During onboarding, we agree page coverage, languages, checking frequency, access and who receives findings. The report also identifies checks that could not be completed.
A few practical questions
How does AI decide whether content is in the wrong place?
We establish category definitions, page purposes, authoritative content sources and permitted exceptions during onboarding. AI flags possible mismatches for review. A suspected content issue is distinguished from a confirmed technical failure; AI judgement can be wrong.
Who handles changes after an issue is reported?
Your team or existing developer decides on and makes changes. technine.io provides reviewed findings, evidence and recommended actions, then rechecks affected pages within the agreed monitoring scope. Website changes and repairs are not included in this service.
Does monitoring cover every page and guarantee AI search visibility?
Coverage and frequency are agreed in advance, including page volume, languages and selected journeys. Reports identify checks that could not be completed. SEO/GEO checks assess public website readiness; search rankings and inclusion in AI answers are not guaranteed. Observing AI answers can be scoped separately.
Can you monitor authenticated web apps and native mobile apps?
Authenticated journeys need agreed test accounts, permissions and safe test actions. Native mobile apps require a separate device and testing scope. SEO/GEO coverage applies to public web content. Onboarding also defines what information can be processed by AI and how evidence is retained.
Talk through scope, timeline, and next steps
Tell us what you need checked
Share your website or app and the pages or tasks you want checked. We will agree the monitoring scope, checking frequency and reporting arrangements.
