Diagnostic Engagement
Find Out Exactly Where You Stand In AI Search
A fixed prompt set, sampled repeatedly across every engine your buyers use, benchmarked against competitors you name — plus the crawler access audit that explains most invisibility. You know where you stand before deciding whether to do anything about it.
- A documented baseline you own, whether or not you engage further
- Share of answer and citation rate per engine, against named competitors
- The specific access failures blocking retrieval today
- A prioritized fix list, not a report nobody can action
Verified client outcome
LegalHow Our Client — Law Firm Achieved 469% Organic Growth and Scaled Client Acquisition Through Digital Transformation
+469%
Google Organic Sessions
+535%
Bing Organic Sessions
+205%
Total Sessions
+23,700%
Key Events
Our Client — Law Firm · Results in 12 months · reported from client analytics
Read the full case study →Prompt Set Design
60 to 120 questions built from…
Multi-Engine Sampling
Each prompt sampled repeatedly across ChatGPT,…
Crawler Access Audit
Live user-agent fetches plus log evidence,…
Entity Gap Register
Every field where a third-party record…
Is this your situation?
Most companies are guessing about AI visibility
A screenshot of one ChatGPT answer that either flattered you or frightened you is not a measurement. Generated answers are non-deterministic: the same prompt, same engine, same day, returns different text and different citations. Without a fixed prompt set and repeated sampling, every later claim about improvement is unfalsifiable.
Prompt Set Design
60 to 120 questions built from your sales calls and support inbox, weighted by commercial priority — not converted from a keyword list.
Multi-Engine Sampling
Each prompt sampled repeatedly across ChatGPT, AI Overviews, AI Mode, Gemini, Claude and Perplexity, reported per engine and never averaged.
Crawler Access Audit
Live user-agent fetches plus log evidence, separating the training decision from the retrieval decision. This alone explains most cases.
Entity Gap Register
Every field where a third-party record disagrees with the truth, with the owner and correction route for each.
How we work
A sequence, not a package
- 01Scope & AccessWe agree the buyer definition, name the competitor set, and get log and Search Console access.
- 02Build & SamplePrompt set built and signed off by sales, then sampled on protocol across every in-scope engine.
- 03DiagnoseAccess, rendering, entity and content findings assembled into one evidence base.
- 04PrioritizeA fix list ordered by effort against expected effect, with the cheap access items first.
Estimate your opportunity
Your numbers, your target. Nothing is assumed on your behalf.
Conversions now
150
At target rate
250
Difference
+100
Annualised value
$3,600,000
Illustrative arithmetic on the figures you entered — not a forecast, a benchmark, or a commitment. What ai visibility & geo audit can actually move depends on your starting position.
Pressure-test these numbers →Part of the Artlogic growth system
AI Visibility Audit is not a silo
Each pillar compounds the others. Visibility without conversion wastes attention; conversion without authority never gets the chance. We build them as one system.
Explore the growth system →What we measure
- A documented baseline you own, whether or not you engage further
- Share of answer and citation rate per engine, against named competitors
- The specific access failures blocking retrieval today
- A prioritized fix list, not a report nobody can action
Industries we serve
Select your sector to see how ai visibility audit applies
AI Visibility Audit for Funds, Family Offices & Fund Services
Allocators and LPs run preliminary diligence through generative engines, and a fund absent from those answers is absent from a research step that precedes first contact
Insights & research
Why this matters now
- AI SearchAI Search and GEO: The New Rules of Digital VisibilitySearch is shifting from ranking pages to AI systems that synthesize answers. What Generative Engine Optimization (GEO) i…Read article →
- AI CitationsAI Citation Strategy: Becoming a Source AI TrustsCitations are the currency of AI trust. This piece explains how AI engines decide what to cite and how to build a citati…Read article →
- AI VisibilityThe GEO Imperative: Why AI Visibility Is Now a Prerequisite for Market LeadershipGenerative AI platforms are reshaping buyer research. Companies that fail to engineer their presence across ChatGPT, Gem…Read article →
- GEOWhat Is Generative Engine Optimization? (GEO Explained)Generative Engine Optimization is how brands earn recommendations and citations inside AI-generated answers. Here is wha…Read article →
Build the complete growth system
What ai visibility audit works best alongside
Common Questions
AI Visibility & GEO Audit, answered
- How do you measure AI visibility?Through share of answer and citation share, sampled repeatedly across a fixed prompt set on each platform, against a baseline taken before work starts. Generated answers are n…Read the full answer→
- Should we block AI crawlers in robots.txt?Only if you understand which decision you are making. Blocking training crawlers such as GPTBot is a legitimate content-licensing choice with no direct search penalty. Blockin…Read the full answer→
- How do AI engines decide which businesses to cite?They draw on a trust graph rather than a ranking: whether your organisation resolves as a clear entity, whether independent sources describe you consistently, whether your con…Read the full answer→
- What is GEO (Generative Engine Optimization)?GEO is the practice of making a business legible, verifiable and consistently described across the web so AI answer engines can find, trust and cite it. The term comes from a…Read the full answer→
Ready to turn ai visibility audit into growth?
A strategy session starts with where you actually stand — not a pitch deck.
Request this service
from $5,500
Estimated timeframe: 3–4 weeks — sampling takes time by design
What you receive
- Answer-share and citation-share measured across major generative engines
- A question set agreed and frozen before measurement begins
- Multiple samples per question, with variance reported alongside the result
- Competitor comparison on the same fixed question set
- Retrieval access and entity resolution diagnosis
Ordering more than one
Bundle discounts apply automatically at checkout:
- 2 services — 10% off
- 3 services — 15% off
- 4+ services — 20% off
No payment is taken. This adds the service to a request our team reviews.