moloco.com

Business and Consumer Services

60/100

GEO 71.46AEO 41.16AI Extractability 88

Last scanned Jun 26, 2026 · Methodology v4.5 · View Leaderboard →

moloco.com scored 60/100 on AI-readiness across 48 parameters measured against ChatGPT, Claude, Perplexity, and Gemini visibility checks. 21 parameters passed, 12 failed, and 9 need improvement. Strongest area: Discovery & Metadata. Weakest: Answer Positioning. Compared to other business_and_consumer_services.marketing_and_advertising sites, this score is in the 67th percentile.

The website moloco.com features the page title Moloco - Grow, scale, and monetize with AI Advertising. This same text is also used as the site's meta description, highlighting its focus on growth, scaling, and monetization using AI advertising. Based on the data from friendly4AI, the site has received an ai-readiness-score of 60. This description represents the verified information obtained from the scanner for the domain.

21 Pass

12 Fail

9 Needs Improvement

Engine-specific readiness

These are derived on-page readiness estimates for each engine's grounding index — not live engine queries.

Microsoft Copilot · ChatGPT Search

Bing index

Google AI Mode · Gemini

Google ranking

Limited signal

Perplexity

Own index

Limited signal

Claude

Brave Search

Limited signal

Why per-provider matters: ChatGPT and Perplexity disagree by up to 22× on the same prompt set. A single-engine score is a sampling error.

AI Extractability

AI Extractability: 88/100

How easily AI engines can extract and cite this page. Combines freshness, schema, and answer-block placement.

Freshness

Fresh

Perplexity-sensitive: last modified 5 days ago, outside the documented 2–3 day citation window.

Fresh — last modified 5 days ago. Inside the 7–14 day refresh window AI engines reward.

Source:last_modified_header

Freshness: page modified 5 days ago. Outside Perplexity 2–3 day window. Inside 13-week recent band. Far from 26-week at-risk threshold.

Perplexity 2–3d

Schema / Structured Data

organization

imageobject

brand

offer

softwareapplication

5 schema types detected (organization, imageobject, brand, offer, softwareapplication). Adding FAQPage is the highest-leverage next step (+28% coverage in 21 days).

Answer Block

Too short

Answer block too short — 37 words. Target is 40–60 words; expand the opening paragraph to be self-contained for ChatGPT and Perplexity.

Answer block starts at word 36, spans 37 words within a 134-word context passage.

GEO — Generative Engine Optimization

Parameters that determine how well AI crawlers can discover and index your content.

Crawlability & Access

robots.txt accessibilityLearn more	Fail
HTTP status and reachabilityLearn more	Pass
AI usage declaration GEO + AEO Learn more	Fail
AI opt-out technical signals GEO + AEO Learn more	Pass
AI crawler access controlLearn more	Partial
Paywall and login gating detectionLearn more	Pass
Search-bot network reachabilityLearn more	Pass

Discovery & Metadata

sitemap.xml availabilityLearn more	Pass
Structured Data (schema.org)Learn more	Pass
Page metadataLearn more	Pass
URL stabilityLearn more	Pass
Structured data (schema.org/JSON-LD) coverageLearn more	Pass
Security headers baselineLearn more	Pass
FAQ schema detection GEO + AEO Learn more	Fail
Internal link coverageLearn more	Pass
Content-type schema alignmentLearn more	Pass
IndexNow push-protocol adoptionLearn more	Fail
Entity grounding via sameAs linksLearn more	Partial

API & Agent Readiness

OpenAPI/API discoverability GEO + AEO Learn more	N/A
API schema quality for agent consumption GEO + AEO Learn more	N/A
Action-oriented API GEO + AEO Learn more	N/A
Agent onboarding documentation GEO + AEO Learn more	Pass
Machine-readable capability metadata GEO + AEO Learn more	Fail
API auth transparency GEO + AEO Learn more	N/A

Content Structure

Semantic HTML structure GEO + AEO Learn more	Partial
Content visibility without JavaScriptLearn more	Pass
Alt text and accessibility labels GEO + AEO Learn more	Pass
Heading hierarchy quality GEO + AEO Learn more	Fail
Nosnippet directive detectionLearn more	Pass
Paragraph length distributionLearn more	Partial
Section length distributionLearn more	Fail
Dated statistics ratioLearn more	Partial
Comparison table presenceLearn more	N/A
Entity name consistencyLearn more	Pass
Multimedia coverage and alignmentLearn more	Partial

AI-Specific Protocols

AI manifests coverageLearn more	Fail
llms.txt file presence Experimental Learn more	Partial
UCP manifest availabilityLearn more	Fail

Content Quality

Content freshness GEO + AEO Learn more	Pass
Core Web Vitals (page experience)Learn more	Pass

AEO — Answer Engine Optimization

Parameters that influence how AI systems cite and surface your content in answers.

AI Integration

OpenAPI/API discoverability GEO + AEO Learn more	N/A
API schema quality for agent consumption GEO + AEO Learn more	N/A
Action-oriented API GEO + AEO Learn more	N/A
Agent onboarding documentation GEO + AEO Learn more	Pass
AI usage declaration GEO + AEO Learn more	Fail
Machine-readable capability metadata GEO + AEO Learn more	Fail
API auth transparency GEO + AEO Learn more	N/A
AI opt-out technical signals GEO + AEO Learn more	Pass

Content Authority & Quality

Semantic HTML structure GEO + AEO Learn more	Partial
Alt text and accessibility labels GEO + AEO Learn more	Pass
Content freshness GEO + AEO Learn more	Pass
Author authority signalsLearn more	Fail
Heading hierarchy quality GEO + AEO Learn more	Fail
Content depthLearn more	Pass
Citation and evidence densityLearn more	Pass

Answer Positioning

FAQ schema detection GEO + AEO Learn more	Fail
Answer-oriented content structureLearn more	Partial
Answer-first H2 complianceLearn more	Fail
Chunk extractability (self-contained H2 blocks)Learn more	Fail
TL;DR / Key Takeaways sectionLearn more	N/A
Answer block shapeLearn more	Partial

Scores higher than 67% of Business and Consumer Services sites

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