See exactly where
the AI drops you.

Buyers do not ask one question. Keupera runs the whole conversation — what are the best tools, which suits a small team, which one would you pick — and tells you which of those three turns you disappear at. Every day.

Step 1 · Awarenessmentioned 68%
1What are the best SEO tools for small businesses?
Mentioned5 brands named
1Northwind
2Lumen Labs
3Acme Inc.you
4Fieldstone
5Corvid

“…for smaller teams, Acme is also worth a look, though it is less established than the others.”

ChatGPT
Perplexity
Google
Claude
Grok
Codex

You made the list. You did not make the sale.

Three turns, three verdicts, one thing to fix.

The funnel, and the stage you fall at

Awareness, consideration, decision — each with a pass or a fail for this run and the rate across every run so far. The actions beside it change depending on which stage broke.

Acme Inc. · SEO tools
Stages
AwarenessBrand mentioned68%
ConsiderationSurvives shortlist31%
DecisionFinal recommendation12%
Recommended actions
Mentioned, then dropped. Fix the positioning.
Position as “best for” a niche
More reviews on comparison sites
Compare directly against Northwind
The answer this run read Acme not namedChatGPT · turn 2 of 3

For a team of five I would start with Northwind — the pricing is simplest — or Lumen Labs if you need the API and the deeper reporting. Either will cover the basics at that size; the choice comes down to how much you plan to automate.

ShortlistNorthwindLumen LabsFieldstoneAcme

Pass or fail, not a vibe

Every run answers three yes-or-no questions. Were you named, did you survive the cut, were you the pick.

Namedyou made the answer

Were you named?

Awareness

And who beat you

Every brand named alongside you, at every turn — so you can see which two rivals reach the final question every single time.

Named alongside you9
NNorthwindpick
LLumen Labs
FFieldstone
CCorvid
HHalyard
MMarlowe
AAshgrove
PPinehurst
VVantage

Whether the work is working

It runs every day, so the three rates become three lines. Ship the comparison page and you can watch consideration climb before decision follows it.

Rates over timelast 20 runs
AwarenessConsiderationDecision
Awareness82%+22
Consideration50%+36
Decision26%+22

Two fields to set up, then a daily answer to the question every other tool leaves open: not whether you are visible, but whether you get chosen.

One conversation, three turns, one survivor

This is not three separate questions. Each turn carries the previous answer forward, exactly as a real buyer's chat does — which is why brands that make the long list still vanish before the end.

Create decision funnel
Brand name
Acme Inc.Autofill
Product categorySEO tools for small businesses
The three turns it will ask
1What are the best SEO tools for small businesses?
2Which of these is best for small businesses or startups?
3Between all the options, which single one would you recommend?

Re-run every day from now on.

Name your brand and your category

That is the whole setup. Keupera writes the three turns from your category and runs them every day, so you are watching a trend rather than reading a one-off.

For everyone asking why we lost.

Same three turns, three jobs. The objection in writing, the playbook that matches it, and one number per client.

Why it chose someone elseyou dropped at step 2

“For a startup specifically, I would narrow it to Northwind and Lumen Labs — both have clear small-team pricing. Acme is capable but positions itself more broadly, so it is harder to recommend for this case.”

Northwindchosen

Clearest small-team pricing

Lumen Labs

Most third-party reviews

“Positions itself more broadly” is not a visibility problem. It is a messaging brief.

The fix depends on the stage3 playbooks
Awareness

Never named at all

JSON-LD schema
Wikidata entity
G2 and Trustpilot presence
Consideration

Named, then cut

Position for one niche
Reviews on comparison sites
Head-to-head content
yours
Decision

Survived, not chosen

Testimonials and case studies
Detailed pricing page
Sharper value proposition
Recommendation rate by client3 workspaces · 30 runs
NNorthwind41%reaches end
LLumen Labs9%Decision
FFieldstone0%Awareness

Fieldstone is not losing on the last turn. It never gets named on the first.

Each fix lands in a different part of Keupera.

Explore Keupera GEO
AI Brand Radar
Brand Identity
Prompt Research
Backlink Studio
Content Calendar
REST API and MCP

You can read the whole conversation back.

Keupera for Enterprise
Three turns, one thread
Each answer carried forward
Re-runs every day
Pass or fail per stage
Rivals named at every turn
The full answer, kept
Three rates over time
Export any run

Find out which turn loses you the deal.

Start free

Two fields — your brand and your category — and you will know which turn loses you today.

  • Three turns per run
  • Pass or fail per stage
  • Rivals named at each turn
  • No credit card
Acme Inc.SEO tools for small businesses
Run the funnel
Awareness
Consideration
Decision

Runs again tomorrow.

For brand teams

A read-out that says where you lose and why, in the assistant's own words, ready to take to a meeting.

  • The drop stage, named
  • The reason it chose someone else
  • Rates over time
  • Shareable read-out
AAcme · funnel read-outShare

Where we lose

Consideration, 7 runs out of 10
Reason: positioned too broadly

Who wins instead

Northwind — small-team pricing

Then fix it

Every recommended action has a home — a page to book, links to earn, or entity signals to repair.

  • Actions matched to the stage
  • Straight into the calendar
  • Entity fixes in Brand Identity
  • Watch the rate climb
Dropped at consideration — fix the positioning.
Content Calendarbook the comparison page
Backlink Studioearn the review placements
Brand Identityfix the entity signals
AI Brand Radarwatch it move
ThenWatch the rate climb, run by run

Frequently asked questions

Your time to shine

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