Shortlist Diagnostics

48-hour AI Buyer Shortlist Snapshot

Will AI buyers shortlist your SaaS — or default to competitors?

A 48-hour, human-reviewed diagnostic for B2B SaaS founders to see how AI-assisted discovery surfaces understand, categorize, and compare their product.

If you came from an email thread, you can simply reply there and I’ll send the prompt angles first.

Request 3 Buyer-Intent Prompt Angles View Snapshot Scope
Review Human-reviewed
Evidence Timestamped evidence
Access No CMS access required
Guarantees No ranking guarantees
What this checks

How AI-assisted buyer research reads your product.

The Snapshot checks whether your product is found, classified, described, and compared in realistic shortlist prompts before a buyer reaches your site.

Discovery

Can AI buyers discover the product in category, comparison, and alternatives prompts?

Category

Is the product correctly categorized, or does it get grouped with adjacent tools?

Competitors

Do competitors dominate shortlist-style prompts where your product should be considered?

Description

Is the product described clearly, or reduced to generic wording that weakens the position?

Evidence

Is there enough public evidence for AI-style answers to cite, summarize, and compare responsibly?

Next fixes

Which entity, category, source, or comparison fixes should be handled first?

Sample Snapshot excerpt

A report preview without invented proof.

This is a generic format preview. It is not from a paid client, does not use a client name, and does not imply an endorsement or result.

Sample excerpt — generic format preview

Prompt type
Alternatives / comparison
Observation
The product may be omitted when buyers ask category-level comparison questions.
Risk type
Not Shortlisted / Competitor Default
Recommended fix
Strengthen homepage category language, FAQ coverage, and public evidence sources so AI-assisted answers can identify the product more confidently.
Why me / Methodology

Frontline B2B sales logic applied to AI-assisted buyer discovery.

I run Shortlist Diagnostics, a small human-reviewed diagnostic service for B2B SaaS and AI tool founders.

Why me? My background includes frontline B2B sales and buyer communication in physical hardware markets. I understand how B2B buyers compare options, interpret vendor positioning, and decide which products make it into a shortlist.

I evaluate AI-assisted discovery results not as a traditional SEO agency, but through the practical lens of a buyer asking:

“Which tools should I consider, compare, or replace?”
Snapshot scope

Included vs not included.

The entry Snapshot is intentionally narrow so it can be delivered quickly, reviewed clearly, and kept separate from implementation work.

What is included

  • 12–15 buyer-intent prompts.
  • 2–3 AI/search surfaces.
  • Timestamped evidence.
  • Observed visibility, category, competitor, and source-strength findings.
  • 3 prioritized fixes.
  • 48-hour delivery after payment and intake.

What is not included

  • No full SEO audit.
  • No traffic guarantee.
  • No AI ranking guarantee.
  • No direct CMS/GitHub/Webflow access.
  • No production website changes.
  • No ongoing monitoring in the entry Snapshot.
Secondary upgrade

Upgrade option: 7-day AI-Ready Entity Kit

USD697

The Snapshot fee can be credited toward the Entity Kit if upgraded within 7 days.

Ask about the Entity Kit

If the Snapshot shows fixable entity, category, comparison, or source-strength gaps, the Entity Kit packages buyer-readable source material for the next step.

  • AI-ready entity brief.
  • Positioning and category language.
  • FAQ and comparison copy blocks.
  • Implementation handoff checklist.
  • No CMS/GitHub/Webflow access required.
FAQ

Plain answers before a paid Snapshot.

The page is designed for cold outreach follow-up: enough context to decide whether a prompt-angle request is worth a reply, without pushing for instant payment.

Is this SEO?

No. This is a buyer-shortlist diagnostic. It checks how AI-assisted buyer research handles category, comparison, alternatives, competitor, and source-strength prompts. It is not a full SEO audit.

Do you need access to our website?

No. The entry Snapshot uses public pages and the intake context you provide. No CMS, GitHub, Webflow, or production website access is required.

What if AI gives no result?

That is still a useful finding. The report documents what was not retrieved, where evidence appears thin, and which source or category fixes should be prioritized.

Do you guarantee rankings?

No. The Snapshot does not guarantee rankings, traffic, citations, revenue, or AI placement. It documents observed behavior at the time of testing and recommends practical fixes.

How do payment and delivery work?

Payment is requested only after scope confirmation. For the beta Snapshot, payment can be handled by Wise payment request or PayPal Business Invoice, depending on buyer preference and availability. Delivery is 48 hours after payment and completed intake.

Contact

Ask for 3 buyer-intent prompt angles.

For controlled launch, the preferred first step is to reply to the email thread and ask for 3 buyer-intent prompt angles.

Request 3 Buyer-Intent Prompt Angles simon@shortlistdiagnostics.com

Before payment

Payment is requested only after scope confirmation. For the beta Snapshot, payment can be handled by Wise payment request or PayPal Business Invoice, depending on buyer preference and availability.

No payment link is included on this page. Sample: the generic format preview above is shown until an approved sample screenshot is available.