AI RECOMMENDATION GAP

Your Competitor Appears in AI Answers. You Do Not.

That usually means AI can find stronger, clearer or more consistent evidence for them. We identify the gap and build the assets needed to close it.

Independent AI search specialists. No affiliation with OpenAI, Google, Anthropic or Perplexity.
Competitor gap check
LIVE PROMPTS
Your business
Not shortlisted
Competitor
Frequently surfaced
Next step
Close the evidence gap
Example buyer conversation
“Why is this competitor being shortlisted?”
THE COMMERCIAL GAP

AI can only recommend the evidence it can understand.

The shift is not simply from Google to another search box. Buyers now describe their situation, ask follow-up questions and request a recommendation. Your business needs to remain clear and credible through that entire conversation.

The problem

You can have a better service and still lose the recommendation if your online evidence is weaker or harder for AI to interpret.

The outcome

A side-by-side view of the authority, content, entity and proof signals separating you from the businesses being shortlisted.

HOW THE WORK FITS TOGETHER

Measure the prompts. Build the evidence. Track the change.

STEP 01

Map buyer prompts

We identify how prospects describe the problem, compare choices and ask for a recommendation.

STEP 02

Build recommendation assets

We improve the website, content, entities, citations, reviews and authority needed to support those prompts.

STEP 03

Measure and expand

We track prompt coverage against the baseline and use the evidence to prioritise the next cycle.

WHAT IS INCLUDED

Turn competitor visibility into a plan

The exact scope depends on your starting position, market and programme, but the work remains tied to measurable buyer prompts.

Competitor prompt comparison
Missing proof and authority signals
Content and citation gap map
Prioritised fixes by likely value
PUBLIC CASE STUDY SIGNALS

Measured across prompts, search and local engagement.

92%
tracked AI prompt coverage for Belfast Chauffeur Services
Source: AI Listings case studies. Results vary by business and market.
84%
tracked commercial prompt coverage for Lafayette Shutters
Source: AI Listings case studies. Results vary by business and market.
Top 3
recommendation positioning reported for MK City Driving School
Source: AI Listings case studies. Results vary by business and market.
THE FIRST STEP

Start with the decision prompts that matter.

We do not begin by producing generic content. We begin with the questions buyers ask, the businesses currently being surfaced and the evidence needed to compete.

Find Out Why You Are Being Missed

Share your website and one competitor. We will review how each business is understood across high-value buyer prompts.

No obligation
Clear prompt-level baseline
Practical next steps, not vague AI theory
Find My Recommendation Gap
COMMON QUESTIONS

What you should know before starting.

Why might a competitor appear instead of us?

AI systems may find clearer service information, stronger third-party evidence, better topical coverage or more consistent business signals for that competitor.

Can you copy what the competitor is doing?

We do not copy. We identify the decision signals that matter, then build a stronger and more accurate version around your own business.

Do you need access to our website?

Not for the initial review. Implementation normally requires appropriate access or coordination with your web team.

Can you check more than one competitor?

Yes. The initial page asks for one to keep the review focused, but wider competitor sets can be included in a full campaign.

GET YOUR REVIEW

Find Out Why You Are Being Missed

Share your website and one competitor. We will review how each business is understood across high-value buyer prompts.

Prefer to speak?
01925 945 020
ivan.r@ailistings.co.uk

Find My Recommendation Gap