AI answer intelligence for B2B brands

Inside the platform

Every number opens onto its evidence.

Start from where demand is, open any figure, and follow it down to the answers behind it, the roles each brand played and the proof that was missing.

Projects / UK fintech analytics / Demand map

Demand map

Prompt families against journey stage for Your brand. Every cell opens the figures behind it.

Prompt family	Problem	Solution	Evaluation	Decision
Regulated reporting
Best platform for regulated reporting	164.0	338.5	412.5Pennant leads	251.0
Switching vendors
Alternatives to the market leader	150.0	301.0Pennant leads	318.0	142.5
Integrations
Warehouse integrations	No eligible answer	131.0	207.5Larchmont leads	64.0

Bar length is the opportunity for your brand against the largest cell, in five steps. A cell names the competitor that leads it.

Projects / UK fintech analytics / Executive overview

Executive overview

Eight separate measurements for each tracked brand, each with its counts, its sample and its interval. They are never combined into a single score.

Share of recommendation (weighted)

Best platform for regulated reporting, Evaluation

Brand	Value	Counts	Sample	State	Evidence
Pennant Metrics	42.8%	3,424 of 8,000 points	80 answers, 40 families	Measured	Trace this figure
Your brand	31.4%	2,512 of 8,000 points	80 answers, 40 families	Measured	Trace this figure
Larchmont Data	12.6%	1,008 of 8,000 points	80 answers, 40 families	Measured	Trace this figure

Executive overview / Figure

Share of recommendation (weighted) for Your brand

As at 6 October. This snapshot covers 80 answers in 40 prompt families.

31.4%

net 2,512 of 8,000 weighted points

80 answers in 40 prompt families

Cluster bootstrap over prompt families, 95% interval: 22.0% to 40.9%

Answers behind this figure

Answer	Prompt family	Role of this brand	Supporting citations	Open
6 Oct, 09:14	Best platform for regulated reporting	Alternative recommendation	2	Open answer
6 Oct, 09:11	Best platform for regulated reporting	Primary recommendation	3	Open answer
5 Oct, 16:40	Audit-ready analytics for fintech	Shortlisted	1	Open answer
5 Oct, 16:32	Audit-ready analytics for fintech	Not present	0	Open answer

Answer explorer / Answer

Answer observed 6 Oct, 09:14

Prompt: Which analytics platforms should a UK fintech shortlist for regulated reporting?

For regulated reporting, Pennant Metrics is the most common first choice, with documented UK data residency and audit logging ^[1].

Your brand is a strong alternative, with a security overview ^[2], though fewer independent sources confirm where its data is held. Larchmont Data also comes up.

Recommendation roles

Brand	Role	Confidence
Pennant Metrics	Primary recommendation	0.93
Your brand	Alternative recommendation	0.88
Larchmont Data	Mentioned in passing	0.81

Evidence gaps in this answer

Brand	Outcome	Classes that fired
Your brand	Named, not the primary recommendation	ProofCorroboration

Projects / UK fintech analytics / Evidence

Evidence

14 of 40 covered answers in this snapshot are lost opportunities for your brand.

Evidence gap classes

Class	What the rule reads	State	Lost answers
Proof	No cited source supports the claim the answer makes	Fired	9
Corroboration	Only your own domain supports it	Fired	6
Specificity	Sources are too general for the question asked	Fired	3
Entity	The brand is recognised as itself	Assessed, none fired	None in this snapshot
Authority	Breadth of independent support	Assessed, none fired	None in this snapshot
Freshness	Needs reliable dates on sources	Not classifiable yet	Not assessed

It tells you how sure it is.

Most dashboards hand you one confident number. Answer Position shows how much evidence sits behind each figure, and says so when there is not enough.

Example data. Drag the slider to collect more answers.

Mention rate
Qualified recommendation rate
Citation rate
Share of recommendation
Answer position
Evidence coverage
Citation diversity
Visibility stability

Mention rate for Your brand

61.1%Small sample

22 of 36 answers, in 18 prompt families18 prompt families, below the 30 the platform treats as reliable. Read it as a direction rather than a rate.

Wilson, 95% interval: 44.9% to 75.2%

Answers collected36 answers

Opportunity in regulated reporting412.5Modelled

Modelled from demand and position. It is not a measurement.

Where it stands

Built, and being tested.

In testing
Demand map and figures
Where demand sits, and eight measurements with their samples and intervals.
In testing
Answers and evidence
Every figure traced to its answers, roles, citations and the twelve evidence gap classes.
Next
Actions and their results
Gaps turned into owned, prioritised work, and a record of what changed afterwards.

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White paper aeroplanes with one yellow plane leading.

Your position, explained.

Every number opens onto its evidence.

Demand map

Executive overview

Share of recommendation (weighted)

Share of recommendation (weighted) for Your brand

Answers behind this figure

Answer observed 6 Oct, 09:14

Recommendation roles

Evidence gaps in this answer

Evidence

Evidence gap classes

It tells you how sure it is.

Built, and being tested.

Demand map and figures

Answers and evidence

Actions and their results

Further reading

Stand out.
Get chosen.

Your position, explained.

Every number opens onto its evidence.

Demand map

It tells you how sure it is.

Built, and being tested.

Demand map and figures

Answers and evidence

Actions and their results

Further reading

Stand out.Get chosen.

Stand out.
Get chosen.