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AI search optimization audit

Audit Report

Report #166 Aug 15, 2026 https://mrvisitstrack.net

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Client Summary

5-minute presentation
45 /100

Website Health

The MR Visits Track website exhibits strong potential for AI search optimization but lacks crucial structured data and entity recognition. Addressing these gaps can significantly enhance visibility and citation likelihood across AI platforms.

What's Working

Clear call-to-action buttons present throughout the site.; Robust content with approximately 1600 words, enhancing engagement.; Explicit permissions for AI crawlers in robots.txt, ensuring accessibility.

What Needs Attention

Implement structured data (JSON-LD) to enhance AI visibility.; Add entity recognition signals such as sameAs links to authoritative profiles.; Include a testimonials section to build trust and social proof.

30/60/90-Day Plan

Days 1–14

Implement structured data

Days 15–30

Enhance content structure

Days 31–60

Monitor performance

Days 61–90

Expand marketing efforts

45 /100
Fair Overall score

Moderate performance — fixing key issues will significantly boost results.

Business Opportunity

Unlock significant revenue by enhancing AI visibility and structured data.

Estimated Revenue Opportunity

Estimated ₹45,000/month in lost revenue due to visibility and structured data issues.

Estimate based on traffic, conversion assumptions, average order value, and the specific UX/SEO issues identified in this report — not measured analytics data.

Priority Actions

Start here
Fix Now · High Impact 2 issues

Missing Structured Data

Improved visibility in AI search results.

Implement JSON-LD structured data for better AI visibility.

How to fix — 3 steps
  1. 1. Create JSON-LD schema for Organization and Product.
  2. 2. Add sameAs links to authoritative profiles.
  3. 3. Test schema using Google's Structured Data Testing Tool.

Lack of Entity Recognition

Increased citation likelihood from AI platforms.

Add entity sameAs links to enhance recognition by AI.

How to fix — 3 steps
  1. 1. Identify relevant authoritative profiles.
  2. 2. Add sameAs links in structured data.
  3. 3. Verify implementation with schema testing tools.
Fix Next · Medium Impact 1 issue

No FAQ Schema Present

Enhanced engagement through relevant queries.

Introduce FAQ schema to improve content discoverability.

How to fix — 3 steps
  1. 1. Identify common questions from users.
  2. 2. Create FAQ schema markup.
  3. 3. Integrate into the website and validate.

Don't Confuse Inference With Measurement

DETECTED Directly observed by the audit/crawl or shown in the real extracted page data.
MEASURED A numeric measurement from a real tool or connected data source (e.g. PageSpeed, Search Console).
INFERRED A heuristic or modeled assessment — useful for prioritisation, not proof.
NOT VERIFIED Requires a direct platform/API connection, authenticated data, or a manual test this tool can't perform.

A report an agency can defend to a client treats "missing" as a claim that needs evidence, and treats AI-visibility and revenue scores as models unless a direct data source is available — not as measured facts.

Priority & Revenue Impact

For client presentations
Issue Priority Effort Est. Revenue Impact Evidence
Missing Structured Data High Medium ₹20,000/month Detected
Lack of Entity Recognition High Low ₹15,000/month Detected
No FAQ Schema Present Medium Medium ₹10,000/month Not Verified

Revenue figures are estimates based on traffic, conversion assumptions, average order value, and the specific issue identified — not measured analytics data.

Before / After

Copied from your actual page

Headline (H1)

Current

Complete Visibility Over Your Medical Field Force

Suggested

Achieve Total Control Over Your Medical Representative Visits

This rewrite emphasizes control and clarity, improving engagement.

CTA Button

Current

Start Free 7-Day Demo

Suggested

Get Started with a Free 7-Day Demo

This version is more inviting and action-oriented.

Meta Description

Current

Track every medical representative visit in real-time. GPS tracking, doctor visit proof, daily call reports, WhatsApp summaries and fake GPS detection. Best MR tracking app for pharma companies in India.

Suggested

Real-time tracking for medical reps with GPS, visit proof, and daily reports. The top app for pharma in India.

This revision is concise and focuses on key benefits, improving click-through rates.

Fix with AI

Find → Fix → Verify → Monitor

AI-generated — review before publishing. "Verify" re-checks your live site; it never edits it for you.

Weekly monitoring

Off. Turn on to re-check applied fixes automatically once a week.

Quick Wins — This Week

Do these first
1

Add testimonials section

Easy

1 day

↗ Increased trust and conversion rates

2

Update meta description

Easy

15 minutes

↗ Improved click-through rates

3

Revise H1 for clarity

Easy

15 minutes

↗ Better engagement and SEO

Summary

The MR Visits Track website exhibits strong potential for AI search optimization but lacks crucial structured data and entity recognition. Addressing these gaps can significantly enhance visibility and citation likelihood across AI platforms.

Strengths

  • Clear call-to-action buttons present throughout the site.
  • Robust content with approximately 1600 words, enhancing engagement.
  • Explicit permissions for AI crawlers in robots.txt, ensuring accessibility.

Recommendations

  • Implement structured data (JSON-LD) to enhance AI visibility.
  • Add entity recognition signals such as sameAs links to authoritative profiles.
  • Include a testimonials section to build trust and social proof.
  • Introduce FAQ schema to improve content discoverability by AI.

AI search optimization audit Insights

Notes on any blocked AI crawlers and what that means for each platform

All major AI crawlers are allowed access, enhancing potential visibility.

What is holding back the GEO score and what to fix first

The GEO score is hindered by the lack of structured data and local business schema.

Core Web Vitals

Needs Improvement

LCP

Needs Improvement

Page load times may hinder user experience.

↗ Optimize images and server response times.

CLS

Good

No significant layout shifts detected.

↗ Maintain current layout practices.

INP

Needs Improvement

Interaction delays could affect user engagement.

↗ Minimize JavaScript execution time.

AI Search Optimization

deterministic scores, not AI guesses

Chatgpt

76

Not blocked

Gemini

76

Not blocked

Claude

76

Not blocked

Perplexity

76

Not blocked

GEO Score

39

AI Citation Probability

51

Entity Recognition

0

Content Structure

80

AI Citation Probability is a proxy based on known ranking/citation factors (crawl access, structure, entity clarity, freshness) — not a guaranteed prediction. No AI platform publishes real citation-rate data.

AI Visibility Score

ChatGPT · Gemini · Perplexity

45
Medium Visibility

out of 100

The site has good AI crawler access but lacks structured data and entity recognition, limiting AI visibility.

ChatGPT

76

Gemini

76

Perplexity

76

Inferred readiness indicators, not a live citation test — treat these as prioritisation signals unless the system actually queried each engine and recorded a citation.

40 AI Answer Confidence
80 LLM-Readable Content
0 FAQ Richness
0 Structured Entities
0 Schema for AI Agents
0 Brand Mention Frequency
51 Citation Likelihood
100 AI Crawler Access
0 Entity Linking
0 Content Freshness
llms.txt missing sitemap.xml missing

Why You're Losing Visibility

No structured data or schema types detected.
Zero entity recognition signals present.
No FAQ schema or relevant headings found.

Visibility Strengths

Good AI crawler access via robots.txt.
Content is well-structured with clear headings.
Multiple CTAs encourage user engagement.

How to Improve

  1. 1 Priority 1: Add JSON-LD structured data for Organization and Product.
  2. 2 Priority 2: Introduce sameAs links to authoritative profiles.
  3. 3 Priority 3: Implement FAQ schema to improve content discoverability.

E-E-A-T Assessment

Experience · Expertise · Authority · Trust 35/100

Experience

30

Lacks firsthand experience signals in content.

Expertise

40

No visible author expertise or credentials.

Authority

30

No authoritative links or citations present.

Trust

40

Privacy and terms policies present, but no social proof.

Add author bios and sameAs links to enhance trust and authority.

30/60/90-Day Action Plan

Your action plan
Days 1–14 Implement structured data
  • Create JSON-LD schema
  • Add sameAs links
  • Test schema

KPI / verification: Increased AI visibility and citation likelihood.

Days 15–30 Enhance content structure
  • Add FAQ schema
  • Implement testimonials section
  • Revise existing content

KPI / verification: Higher engagement and trust signals.

Days 31–60 Monitor performance
  • Analyze traffic changes
  • Adjust strategies based on data
  • Optimize for SEO

KPI / verification: Improved organic traffic and conversions.

Days 61–90 Expand marketing efforts
  • Launch targeted campaigns
  • Utilize social media for outreach
  • Engage with industry influencers

KPI / verification: Increased brand awareness and user acquisition.

Methodology & Limitations

This report is presented so automated findings are never shown as facts when the underlying data can't prove them. Revenue figures are models, not measured revenue. AI-search scores are heuristic readiness indicators unless the report contains actual live query/citation evidence. Platform-specific data (for example Google Business Profile) requires direct platform access to verify. See the Evidence classification above for how each finding is tagged.

Agency Handoff Checklist

Confirm every critical finding against the live URL
Record before/after values in Search Console / Analytics where available
Implement fixes only after client/developer approval
Re-run the relevant audit after implementation
Track the agreed KPI for 30–90 days

audit — Find the issue → show the evidence → generate the fix → verify the result → monitor the change.

Company

MR Pharma

Website

https://mrvisitstrack.net

Prepared for

MR Pharma (mybestplugins@gmail.com)

Prepared by

Ram test

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