Compare the search and AI evidence to measure
Separate impressions, clicks, sampled citations, referrals and completed business outcomes.
A practical buying guide
Emineat focuses on search-visibility evidence and improvement tracking. AnswerProof checks claims in sampled AI answers. StartSimple scopes technical SEO, content and search-intelligence services. Choose according to whether you need ongoing intelligence, an answer audit or implementation support.
Choose the question you need to answer. Visibility tracking asks whether a brand appears for an agreed set of buyer prompts. An answer audit checks whether sampled claims are accurate. Search intelligence also considers clicks and rankings. Compare the observation method and evidence before treating these measures as interchangeable.
Published by VCMP, a StartMadeSimple Ltd product family. We include our own product alongside other providers. This is an unranked shortlist based on official descriptions, not independent testing or a complete market review. Sources checked .
| Option and official source | Described focus | Confirm for your team |
|---|---|---|
| HubSpot AEO | A beta offering for tracking brand mentions across buyer prompts and reviewing the sources cited by supported answer engines, including ChatGPT, Gemini and Perplexity. | Check current access, prompt and usage limits, supported markets and the evidence available behind each visibility metric. |
| Emineat by VCMPOur product | Search intelligence for reviewing visibility evidence, prioritising improvements and measuring follow-up. Its public offering describes pilot access. | Confirm pilot access and data connections. Review clicks and impressions alongside saved AI evidence, and distinguish provider API samples from observations in consumer apps. |
| AnswerProof by VCMPOur product | An AI answer audit for local businesses that checks sampled claims against supporting evidence and identifies correction priorities. | Agree pilot availability, the sampled questions and delivery scope. Inspect the claims and supporting sources before deciding which corrections to make. |
Use each provider's current official terms for prices, availability and integrations, then ask to see your own workflow demonstrated.
Worked planning example · fictional data
Illustrative search comparison across equal periods: impressions rise from 1,000 to 1,500 while clicks stay at ten.
CTR falls by about one-third even though the click count is unchanged.
Inspect query, page and position changes before attributing a CTR decline to a bad snippet. Compare AI citation samples and enquiries separately from Google clicks.
No provider can guarantee that every relevant ChatGPT conversation recommends a business. Accessible pages and accurate facts improve eligibility and understanding; actual citations require separate measurement.
Start with the problem you can observe. Use an answer audit when sampled AI responses contain claims that need checking; use search intelligence to understand Google visibility and prioritise work; discuss implementation services when pages need changes. AnswerProof, Emineat and StartSimple address those different needs. Agree the evidence and deliverable before choosing the service.
An observed answer or citation is evidence for that recorded question, engine and time. Google impressions, clicks and average position are different measurements. Keep branded recognition tests separate from unprompted buyer questions, and record failed or incomplete checks as unknown. Neither one citation nor an eligible public page establishes consistent recommendations or a fixed rank.
Compare the same query, page, country and device where the data allows it, alongside an equal reporting period. A site-wide average position can improve or worsen as different queries receive impressions. Keep branded and non-branded demand visible before attributing a change in the aggregate number to a specific SEO implementation.
The page may be appearing for more queries or at lower positions, changing the audience that sees it. Inspect the queries, landing pages and positions behind the increase before rewriting a snippet. Click-through rate is clicks divided by impressions; a larger reach does not automatically imply more useful visits or more enquiries.
Save the question, answer, system, date and the exact claim that needs review. Compare that claim with an authoritative product source and note any citation supplied by the answer. Keep a correction record separate from general brand mentions so the team can distinguish accuracy work from visibility measurement.
Use a dated ranking report that identifies the competitor domain, query, country, device, position and ranking page. Public page headings provide topic evidence but do not establish the queries sending the most traffic. Keep estimated volume and measured positions labelled, and retain the export settings when comparing suppliers or reporting changes.
Inspect relevant query-and-page rows in complete matched periods. Prioritise a clear mismatch or missing answer rather than treating a large percentage movement as a diagnosis.
Check that its important facts are visible in text, linked internally and consistent with the official product scope. Google applies its existing SEO foundations to AI features.
No. Google's guidance does not require special AI markup or new AI-text files. Useful content, indexability and the existing search requirements remain the foundation.
Choose the existing page that best fits the intent and improve it first. Keep the main product page and detailed buying guide clear about their different purposes.
Use the actual page content and the relevant search intent. State a clear product or decision benefit without adding unsupported claims to attract clicks.
Report the configured case count, completed observations and failures separately. A monitoring plan is not evidence that every case has been executed or cited the business.
Verify the current official scope and retain the affected URL, exact edit and publication date. Keep product-fact review separate from editorial improvements.
Open the citation and compare it with the claim and product being discussed. Record the exact question, service and time of the sampled answer.
Measure search clicks and the later enquiry stages separately over complete periods. Allow for collection lag and overlapping releases before attributing an outcome to one change.
Use search intelligence for visibility evidence, an answer audit for sampled claim accuracy and scoped services for page changes. Agree the observed problem and deliverable first.
Separate impressions, clicks, sampled citations, referrals and completed business outcomes.
Use the official product facts and original notes as references when checking a sampled answer about VCMP.
Emineat by VCMP turns search-visibility signals into evidence-led recommendations, controlled improvements and measurable follow-up.
Explore Emineat by VCMPAnswerProof by VCMP is an evidence-led AI answer audit offering for local businesses, focused on checking claims, verifying facts and identifying useful next steps.
Explore AnswerProof by VCMPStartSimple is the services studio of StartMadeSimple Ltd, offering bespoke websites, custom AI agents and teams, AI workflow automation, business software, and SEO and search intelligence.
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