liftoff.io

Business and Consumer Services

62/100

GEO 73.37AEO 40.16AI Extractability 88

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

liftoff.io scored 62/100 on AI-readiness across 48 parameters measured against ChatGPT, Claude, Perplexity, and Gemini visibility checks. 18 parameters passed, 11 failed, and 11 need improvement. Strongest area: Discovery & Metadata. Weakest: Content Authority & Quality. Compared to other business_and_consumer_services.marketing_and_advertising sites, this score is in the 75th percentile.

The website liftoff.io features the page title "The Leading Growth Acceleration Platform for the Mobile Industry." According to its meta-description, the site helps advertisers, publishers, game developers and DSPs scale revenue growth with solutions to market and monetize mobile apps. A scan performed by friendly4AI evaluated the website, resulting in an AI-readiness score of 62. This score represents the platform's readiness level based on the collected details.

18 Pass

11 Fail

11 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 9 days ago, outside the documented 2–3 day citation window.

Fresh — last modified 9 days ago. Inside the 7–14 day refresh window AI engines reward.

Source:schema_date_modified

Freshness: page modified 9 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

webpage

readaction

imageobject

website

searchaction

+3 more

8 schema types detected (webpage, readaction, imageobject, website, searchaction, entrypoint, propertyvaluespecification, organization). Adding FAQPage is the highest-leverage next step (+28% coverage in 21 days).

Answer Block

Too short

Answer block too short — 25 words. Target is 40–60 words; expand the opening paragraph to be self-contained for ChatGPT and Perplexity.

Answer block starts at word 18, spans 25 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	Pass
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	Pass
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	Fail
FAQ schema detection GEO + AEO Learn more	Fail
Internal link coverageLearn more	Pass
Content-type schema alignmentLearn more	N/A
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	Fail
Machine-readable capability metadata GEO + AEO Learn more	Pass
API auth transparency GEO + AEO Learn more	N/A

Content Structure

Semantic HTML structure GEO + AEO Learn more	Partial
Content visibility without JavaScriptLearn more	Partial
Alt text and accessibility labels GEO + AEO Learn more	Partial
Heading hierarchy quality GEO + AEO Learn more	Partial
Nosnippet directive detectionLearn more	Pass
Paragraph length distributionLearn more	Fail
Section length distributionLearn more	Partial
Dated statistics ratioLearn more	Fail
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	Fail
UCP manifest availabilityLearn more	N/A

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	Fail
AI usage declaration GEO + AEO Learn more	Fail
Machine-readable capability metadata GEO + AEO Learn more	Pass
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	Partial
Content freshness GEO + AEO Learn more	Pass
Author authority signalsLearn more	Fail
Heading hierarchy quality GEO + AEO Learn more	Partial
Content depthLearn more	Partial
Citation and evidence densityLearn more	Partial

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	Pass
TL;DR / Key Takeaways sectionLearn more	N/A
Answer block shapeLearn more	Partial

Scores higher than 75% of Business and Consumer Services sites

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