Techdome
Our venturesSEO & AI SearchOur venture · Live platform
Proprietary Data Venture

Get found by search engines — and the AI that answers for them

Measure your technical search health. Test whether ChatGPT and Perplexity actually recommend you.

[01]Origin & The Generative Shift

Why We Built Geolytics V2

Search split in two. Buyers still use Google — but they also ask AI directly, and most tools only measure the first one.

geolytics.app/audit/yourcompany.com
Geolytics dashboard — SEO score, GEO score, open issues and recommendations at a glance
81
SEO Health Score

Out of 100 — measured by a direct crawl, not a third-party estimate.

Sample report — this is what the audit produces.

Buyers increasingly ask ChatGPT and Perplexity before they ask Google. Legacy SEO tools were never built to measure that — Geolytics reads the DOM directly and checks who the AI names instead.

“What is the best HIPAA-compliant telehealth EHR?”
“Which IT studio builds AI agents with guaranteed SLAs?”

No schema, no clear crawl, no topical authority — the model just skips you.

“Buyers no longer just scroll through ten blue links; they ask ChatGPT, Perplexity, Gemini, and Google AI Overviews to evaluate vendors for them. We built Geolytics to measure both: classic SEO health from a direct crawl, and whether the AI engines actually cite you, then turn the gaps into a daily discover, create, approve, publish and track loop.”
Techdome Venture Studio
SEO & AI Search · Geolytics
geolytics.io/techdome.io
Real product screenshot
Geolytics GEO AI Visibility page with sidebar nav, readiness factors and verdict for techdome.io
Frontier LLM Search

Whether AI answer engines find, cite, and recommend you

GEO Score: 64

Tests ChatGPT, Perplexity, Gemini, and Google AI Overviews against unbranded buyer queries, then separates machine-readable proof points from claims those engines cannot verify.

Readiness factors: 100% on Structured Data, Page Depth, Heading Structure & Canonical/Meta
7 GEO blockers identified · 2,454 words of on-page content analyzed
Structured data coverage: 0 of 4 — a concrete, fixable gap surfaced by the scan
Same audit, two scores

SEO Score — can search engines crawl and understand the page. GEO Score — does the AI actually recommend it.

One audit, two scores: 81 on classic SEO, 64 on AI visibility. Ranking well doesn’t mean the AI cites you. A gap this size means a competitor could be the one ChatGPT names instead — that’s the gap Geolytics is built to close.

Sample audit report

64 / 100
GEO / AI visibility score
13 of 14 (93%)
Technical checks passing
0 of 4
Structured data coverage
7
GEO blockers identified
4 of 4
Readiness factors at 100%
2,454 words
Page content analyzed
[02]Systemic Failures in Legacy SEO Tools

The 4 Structural Bottlenecks in Modern SEO

Why traditional rank trackers and isolated SEO suites fail to deliver modern commercial growth.

01100% Blind in LLMs

Blind to AI search

Rank trackers watch Google. Buyers now ask ChatGPT and Perplexity instead.

Fix — GEO probes those engines directly and shows who they name instead of you.
02Lagging Data

Estimates, not measurements

Most SEO suites scrape stale third-party samples, weeks out of date.

Fix — Geolytics parses the production DOM directly — no smoothing, no estimate.
034-6 Disjointed Tools

Too many disconnected tools

Crawlers, keyword tools, backlink logs and dashboards, all separate subscriptions.

Fix — One platform, 8 modules — audit, GEO, keywords, competitors and fixes together.
04Zero Actionability

Reports nobody acts on

A report flags the gap. The fix sits in a backlog for a quarter.

Fix — A daily loop drafts the fix and queues it for one-click approval.
Integrated Platform Architecture

One Unified Platform · Eight Core Modules

The instant domain audit is merely the way in. Everything after it is the continuous, daily intelligence engine that monitors technical health, generative engine citations, and keyword velocity.

Module 02GEO Innovation

GEO / AI Visibility

Whether ChatGPT, Perplexity & AI Overviews cite you

Synthetic buyer query runner that prompts leading frontier LLMs with unbranded buyer intent questions, measuring whether your brand or competitors get cited.

Engineered Capabilities:

Multi-engine coverage: ChatGPT, Perplexity, Gemini & Google AI Overviews
Direct transcript capture showing exact competitor quotes and reasons
Retrieval readiness index assessing schema, FAQ density, and entity definitions
Entity knowledge graph alignment against Wikidata and industry directories
Example readingIllustrative

AI Citation Share

68% of Queries

One of 8 modules in Geolytics V2
The Daily Optimization Loop

How The Work Actually Runs

A continuous daily flywheel rather than a static PDF audit that sits in a drawer. Every morning discovers new opportunities, drafts schema-ready content, requires human sign-off, and feeds tomorrow's priorities.

Cycle 1 — step 1 of 5, then it returns to Discover
Phase 01Automated

Discover · Daily 06:00 UTC

System Action:

Automated background workers scan search volatility, competitor ranking drops, and LLM prompt trends to isolate the top 5 high-leverage opportunities.

Target Outcome:

Surfaces today’s priority terms and missing citation angles before your competitors react.

Pipeline Stage 01/05
Continuous Loop

06:00:12 UTC · Telemetry Scan

Found 4 new AI Citation Gaps

Competitor cited on 3 buyer queries

Keyword Velocity

+180 searches/mo intent surge

100% Brand-SafeDaily Loop System
[06]Crawl-to-Dispatch Architecture

How a Domain Goes From URL to Recommendation

Four stages, in order: crawl, probe, model, dispatch.

Stage 1 · CrawlFull JS render per page

A full render of the real page — structure, Core Web Vitals and metadata, not a cached copy.

Headless Chromium ClustersDOM Tree ParserSERP Telemetry APIHTTP Status Sniffer
Stage 2 · ProbeMulti-LLM parallel dispatch

The same unbranded question goes to every major engine, and the answers get read for who they name.

ChatGPT API WorkersPerplexity ProbesGemini Flash EvaluatorGoogle AI Overviews Parser
Stage 3 · ModelOLAP queries

Correlates what’s on the page with what got cited, across every run so far.

PostgreSQL & TimescaleDBVector Embeddings (pgvector)Citation Probability ModelRank Delta Predictor
Stage 4 · DispatchWebhook sync

Drafts the fix, ranks it by impact, and hands it to the engineering backlog.

Schema.org GeneratorMarkdown LLM WriterCMS Webhook DispatcherSlack & Email Alerts

Try it on your own domain

Here’s what the report looks like.

geolytics.app/audit/yourcompany.com
DashboardSample
81
SEO Score
64
GEO Score
Search visibility, 30 daysIllustrative trend
ChatGPTPerplexityGeminiAI Overviews
Geolytics in short

Geolytics audits a domain for SEO health and for generative-engine visibility: whether ChatGPT, Perplexity, Gemini and Google AI Overviews cite you for buyer queries. It scores SEO and GEO separately from a direct crawl of the real page, then ranks the fixes by impact, across eight modules including rank tracking and competitor gaps.

No credit card.

Geolytics: questions buyers ask.

What is Geolytics?

An SEO and AI-search visibility platform that audits a domain, checks whether AI assistants cite it, and ranks the fixes by impact.

Which AI engines does it check?

ChatGPT, Perplexity, Gemini and Google AI Overviews.

How are the scores produced?

From a direct crawl of the real page, covering structure, structured data, metadata, Core Web Vitals and backlinks. SEO and GEO are scored separately and are measured, not estimated.

Can I try it before signing up?

Yes. There is a free instant preview of any domain with no credit card. The full analysis needs a sign-in.

What does it do besides the audit?

Impact-ranked recommendations, rank tracking, competitor gap matrices and content opportunities with schema-ready drafts that wait for human approval.