monitoraeo
Free previewWP Manta
AI answer visibility audit

WP Manta appears in Google AI search — but who else is being cited?

Future customers now use AI to help answer their questions. Find out who is being recommended and how your business performs. This preview shows whether Google's AI Mode names WP Manta, cites the site, or sends attention to competitors instead.

Google's AI named WP Manta in 5 of 8 answers in this preview. The full audit expands this to the major AI engines and turns the findings into a practical action plan.

Domain wpmanta.comGoogle AI Mode8 queries tested
The takeaway

WP Manta shows up in Google AI answers — now check whether the other engines agree.

62.5% visibility means 5 of 8 answers named WP Manta directly.

The full report unlocks 4 more AI engines, 32 more queries, hallucination detection, competitor analysis and prioritised fixes.

Your Google AI Overview snapshot

A fast read on whether Google names WP Manta, links to wpmanta.com, or relies on competing sources.

Free tier
Visibility
62.5%
of answers named WP Manta
Citation rate
62.5%
of answers linked to WP Manta
Competitors cited
0.0
average per question
Questions tested
8
free preview sample

Choose an AI engine to inspect visibility

Google is available in the free preview. The paid audit compares ChatGPT, Claude, Perplexity and Gemini using the same scoring model.

5-engine coverage
Available now

Google AI Mode visibility

Visibility62.5%
Citation rate62.5%
Queries8
Competitors0.0

What this means

Google AI Mode named WP Manta in 5 of 8 tested answers.

The full audit shows whether that is a Google-specific issue or an AI-wide discovery gap.

Brand questionstested
Category questionstested
Problem-led questionstested
Comparison questionsfull audit
Locked

Chatgpt visibility data

See whether Chatgpt recommends WP Manta

The full audit captures answers, citations, sentiment, competitors and hallucination flags for this engine.

  • Brand inclusion by query type
  • Competitors named in the same response
  • Evidence and content opportunities
Locked

Claude visibility data

See whether Claude recommends WP Manta

The full audit captures answers, citations, sentiment, competitors and hallucination flags for this engine.

  • Brand inclusion by query type
  • Competitors named in the same response
  • Evidence and content opportunities
Locked

Perplexity visibility data

See whether Perplexity recommends WP Manta

The full audit captures answers, citations, sentiment, competitors and hallucination flags for this engine.

  • Brand inclusion by query type
  • Competitors named in the same response
  • Evidence and content opportunities
Locked

Gemini visibility data

See whether Gemini recommends WP Manta

The full audit captures answers, citations, sentiment, competitors and hallucination flags for this engine.

  • Brand inclusion by query type
  • Competitors named in the same response
  • Evidence and content opportunities

Competitor and source intelligence

The preview shows early source patterns. The full audit reveals the recurring competitors, domains and page types shaping AI answers.

Competitors Google cited or named

No competitors were detected in this 8-query sample.

Where Google's AI gets its answers

wordpress.org
2×
youtube.com
1×
cnet.com
1×
pcmag.com
1×
raidboxes.io
1×

Technical AEO/GEO foundations

The first 3 checks are visible in the preview. The remaining checks are blurred and unlock in the full audit.

15 checks
47

Mixed — fixable

Overall readiness score across 15 technical checks on wpmanta.com.

4 pass6 warn5 fail
01

AI bots allowed in robots.txt

pass
Check
AI bots allowed in robots.txt
Expected
robots.txt either doesn't exist (everything allowed) or explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended.
Why it matters
If your robots.txt blocks these bots, AI engines literally cannot read your site. No amount of content optimisation can recover from this — it's a hard ceiling.
How you scored
All 12 AI crawlers allowed — robots.txt doesn't block any of the major AI crawlers (GPTBot, ChatGPT-User, OAI-SearchBot, ClaudeBot, anthropic-ai, Claude-Web, PerplexityBot, Perplexity-User, Google-Extended, Googlebot, cohere-ai, Bytespider).
02

Sitemap.xml present and reachable

warn
Check
Sitemap.xml present and reachable
Expected
/sitemap.xml is reachable, returns valid XML, and lists key product/category pages with <lastmod> dates.
Why it matters
Without a sitemap, AI crawlers may never discover deep pages — they prioritise sitemap-listed URLs. Stale or missing <lastmod> dates also cause AI engines to assume content is out of date.
How you scored
Sitemap returned HTTP 403 — The sitemap URL is reachable but returned a non-success status. AI crawlers may skip it.
How to fix
Verify the sitemap is publicly accessible at /sitemap.xml.
03

llms.txt file published

fail
Check
llms.txt file published
Expected
An /llms.txt file at the site root, summarising the site's purpose, key pages and citation-friendly facts in plain markdown.
Why it matters
llms.txt is the emerging standard for AI-readable site summaries. It's the single highest-leverage file you can publish — most sites don't have one yet, and it gives AI engines a curated, low-noise overview of what to cite.
How you scored
No llms.txt found — The /llms.txt file isn't published. Most sites haven't done this yet — early movers get a citation advantage.
How to fix
Create a markdown file at /llms.txt with this structure: # Your Brand Name > One-sentence description. ## Key pages - [Pricing](/pricing): brief description - [Product](/product): brief description ## About Plain-language facts AI engines can cite directly.
04

Organization schema present

Locked in preview
Check
Organization schema present
Expected
An Organization or LocalBusiness JSON-LD block on the homepage with name, url and description.
Why it matters
Organization schema is how AI engines reliably identify your brand as an entity. Without it, the AI may conflate you with similar-named businesses or fail to associate your domain with your brand.
How you scored
No Organization schema — No Organization or LocalBusiness JSON-LD found on the homepage.Unlock score →
05

FAQPage schema present

Locked in preview
Check
FAQPage schema present
Expected
FAQPage schema on at least one page (typically /pricing, /faq, or product pages with Q&A content).
Why it matters
FAQ-formatted content gets pulled into Google AI Overviews ~4× more often than buried prose. FAQPage schema is what tells the AI 'these are buyer questions and answers'.
How you scored
No FAQPage schema — No FAQPage JSON-LD found on the homepage. If you have a /faq or /pricing page with question content, it should publish FAQPage schema.Unlock score →
06

Product/Service schema present

Locked in preview
Check
Product/Service schema present
Expected
Product or Service schema if you sell anything — with name, description and price/Offer.
Why it matters
Product schema enables rich product cards in search and gives AI engines structured pricing and availability data they can quote directly.
How you scored
No Product/Service schema — No Product, Service or SoftwareApplication schema found. If you sell anything, this is a major missed signal.Unlock score →
07

Meta description on homepage

Locked in preview
Check
Meta description on homepage
Expected
A concise, accurate <meta name="description"> on every page (~120–160 characters).
Why it matters
AI engines often quote the meta description verbatim when summarising your page. A missing or generic description = the AI invents one (or skips you).
How you scored
Missing — The homepage has no <meta name="description"> tag.Unlock score →
08

Open Graph tags complete

Locked in preview
Check
Open Graph tags complete
Expected
og:title, og:description, og:image and og:url tags on every page.
Why it matters
Some AI engines fall back to Open Graph data when JSON-LD is missing. OG tags also control how your links appear when shared on Slack, Twitter, LinkedIn — which compounds inbound traffic.
How you scored
No Open Graph tags — The homepage has no Open Graph metadata.Unlock score →
09

Twitter Card tag present

Locked in preview
Check
Twitter Card tag present
Expected
twitter:card meta tag (typically 'summary_large_image') so links render properly when shared.
Why it matters
Twitter Card tags compound social discovery, which compounds the citations AI engines value. Skipping this is leaving easy distribution on the table.
How you scored
Missing — No twitter:card meta tag found. Links shared to Twitter/X will render as plain URLs.Unlock score →
10

Canonical URL declared

Locked in preview
Check
Canonical URL declared
Expected
A <link rel="canonical"> tag on every page pointing to the canonical URL.
Why it matters
Without canonical tags, AI engines can index multiple URL variants of the same page (with/without trailing slash, with/without tracking params). That dilutes the citation signal across duplicates.
How you scored
Missing — No canonical link element found on the homepage.Unlock score →
11

Single, descriptive H1 on homepage

Locked in preview
Check
Single, descriptive H1 on homepage
Expected
Exactly one <h1> per page. Bonus if it's question-shaped or a sharp claim — AI engines extract headings as topic boundaries.
Why it matters
LLMs use heading hierarchy to extract topic boundaries when summarising. Pages with multiple H1s confuse the parser; pages with no H1 don't appear topical.
How you scored
No H1 found — The homepage has no <h1> tag. AI engines will struggle to identify the page's primary topic.Unlock score →
12

Critical content is server-rendered

Locked in preview
Check
Critical content is server-rendered
Expected
Critical content is in server-rendered HTML — not loaded by JavaScript after page load.
Why it matters
Most AI crawlers don't execute JavaScript. SPAs that render content client-side appear as blank pages to the AI. This is the #1 silent killer of AEO for React/Vue/Angular sites without SSR.
How you scored
2763% of content visible without JS — AI crawlers see ~995 words of 36 words on the homepage. Server-rendered.Unlock score →
13

Mobile viewport meta tag

Locked in preview
Check
Mobile viewport meta tag
Expected
<meta name="viewport" content="width=device-width, initial-scale=1"> for mobile responsiveness.
Why it matters
Most AI crawlers default to a mobile user-agent. Without a viewport meta, they may treat the site as desktop-only and downrank it for mobile-first queries.
How you scored
Missing — No mobile viewport meta tag.Unlock score →
14

Site served over HTTPS

Locked in preview
Check
Site served over HTTPS
Expected
The domain serves over HTTPS with a valid certificate.
Why it matters
AI engines, like browsers, downrank or skip insecure pages. HTTP-only domains are essentially invisible to most modern crawlers.
How you scored
HTTPS — Site serves over HTTPS.Unlock score →
15

Homepage response time

Locked in preview
Check
Homepage response time
Expected
Initial HTML response < 1500ms — fast enough that AI crawlers don't time out.
Why it matters
AI crawlers run on tight per-page budgets. Slow pages get partial-rendered or skipped entirely, especially during high-traffic crawl windows.
How you scored
Fast (131 ms) — The homepage responded quickly. AI crawlers will fetch easily.Unlock score →

What unlocks in the full audit

The paid report turns the free snapshot into a full evidence base and action plan.

Engine heatmap — how 5 engines compare

Query typeChatGPTClaudePerplexityGeminiGoogle
brand64%57%71%78%62.5%
category21%29%43%36%18%
comparison14%22%35%19%9%
🔒

See every AI engine side-by-side

Find out whether invisibility is isolated to Google or happening across ChatGPT, Claude, Gemini and Perplexity too.

See pricing →

Hallucination report — what AI is making up

EngineQueryFlag
ChatGPTSample pricing queryUnsupported claim about eligibility
ClaudeSample competitor queryIncorrect product comparison
🔒

Catch unsupported claims before buyers see them

The full report checks answers against your ground-truth brand facts and flags risky misinformation.

Unlock hallucination checks →

Sample query evidence

One expandable sample from the preview. The full audit includes every query and every engine response.

Sample evidence
What is WP Manta? Google AI
WPManta (wpmanta.com) is a professional WordPress agency and service provider that specializes in website management, ongoing maintenance plans, and custom development. Rather than a specific software, plugin, or theme, WPManta functions as a technical support and retainer service for businesses using WordPress. Their core offerings include: (Note: If you were instead thinking of a DIY WordPress theme with a similar name, you might be looking for Mantra by Cryout Creations, a popular responsive multi-option theme available on WordPress.org). Are you looking for help fixing a specific WordPress issue, or are you trying to compare maintenance services for your site? Let me know and I can point you in the right direction.
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The two engines most buyers actually use.

  • Google AI Overviews + ChatGPT
  • 40 buyer-facing queries (80 AI answers)
  • Competitor share-of-voice (text + citations)
  • Engine heatmap by query type
  • Top cited sources (PR target list)
  • Hallucination flags + accuracy check
  • 15-check technical GEO audit
  • Prioritised action plan
  • CSV export from your dashboard
  • Re-run any time from the dashboard

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  • Includes the Two Engine Audit
  • Google AI Overviews + ChatGPT
  • Automatic monthly re-runs (1st of each month)
  • 20 monitored buyer questions, editable any time
  • Trend chart: visibility · citations · sentiment · accuracy · hallucinations
  • Competitor share-of-voice tracked over time
  • 1 extra manual run per month
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Track every AI engine continuously.

  • Includes the Full Audit
  • All 5 engines monitored monthly (200 AI answers/month)
  • 40 monitored buyer questions, editable any time
  • Per-engine trend charts: visibility · citation · sentiment · accuracy · hallucinations
  • Competitor + source change tracking
  • Action plan refreshed every month
  • Hallucination + accuracy scoring on every run
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