findnextidea.com Demo data
Opportunity rankings / Voice-first expense tracking for tradespeople

Rank #1 · Business

Voice-first expense tracking for tradespeople

medium confidenceCalculated 10 Aug 2026, 10:00 BST4 of 4 source families

AI synthesisHigh paid-search value suggests a business problem with budget. The evidence points to capture speed in the field as the practical wedge, while verified revenue coverage remains limited.

AI organizes the evidence below. It is not a source.

74

Opportunity score / 100
medium evidence confidence

XFresh

2,180 posts

Post growth: +19%

Relevant posts

  • Post growth+19%
View provenance
Source
X
Observation window
11 Jul 2026 – 9 Aug 2026
Observed
10 Aug 2026
Query
English posts by tradespeople about receipts, expenses, mileage, and bookkeeping.
Cohort
Query-defined public records
Sample
Not supplied by provider
Freshness
Fresh
Limitation
No additional limitation recorded
Record
Open demo source record ↗
Google SearchDelayed

6,600 searches

Estimated monthly searches · provider estimate

  • Estimated average CPC£4.40

The keyword-plan refresh is three days old.

View provenance
Source
Google Search
Observation window
11 Jul 2026 – 9 Aug 2026
Observed
10 Aug 2026
Query
UK keyword plan for tradesperson expense and receipt apps.
Cohort
Query-defined public records
Sample
Not supplied by provider
Freshness
Delayed
Limitation
The keyword-plan refresh is three days old.
Record
Open demo source record ↗
RevenueCat VerifiedLimited sample

3 apps

Median MRR growth: +8.1%

Public verified apps · sample 3

  • Median MRR growth+8.1%

Only three comparable public verified apps were available.

View provenance
Source
RevenueCat Verified
Observation window
11 Jul 2026 – 9 Aug 2026
Observed
10 Aug 2026
Query
Submitted verified subscription pages for receipt and field-business apps.
Cohort
Query-defined public records
Sample
3
Freshness
Limited sample
Limitation
Only three comparable public verified apps were available.
Record
Open demo source record ↗
App StoreFresh

58 apps

Relevant apps · sample 58

  • Average rating4.1 / 5
View provenance
Source
App Store
Observation window
11 Jul 2026 – 9 Aug 2026
Observed
10 Aug 2026
Query
UK App Store metadata for receipt scanners and tradesperson expense apps.
Cohort
Query-defined public records
Sample
58
Freshness
Fresh
Limitation
No additional limitation recorded
Record
Open demo source record ↗
DemandRaw 75 · weight 30%
23 pts
MomentumRaw 78 · weight 25%
19 pts
Commercial intentRaw 77 · weight 15%
12 pts
Verified tractionRaw 65 · weight 20%
13 pts
Competition gapRaw 72 · weight 10%
7 pts

Score model score-v1 · Evidence trust 81% · Coverage 100%. Confidence describes evidence quality, not market certainty.

X conversation index

2,180 posts
11 Jul9 Aug
Demo observation index. Dashed positions are missing intervals and are not interpolated.

Google demand index

6,600 searches
11 Jul9 Aug
Demo observation index. Dashed positions are missing intervals and are not interpolated.

Log an expense with dirty or occupied hands.

AI grouped

Synthesized from the source observations shown above.

Match entries to jobs and export them for an accountant.

AI grouped

Synthesized from the source observations shown above.

Public cohort selection biasThis observed cohort includes only deliberately public pages. It does not represent every app in the market. Values can change after refunds or receipt updates.
Observed measureValueSource stateRecord
Public verified apps3 appslimited samplePublic demo record ↗
Median MRR growth+8.1%limited samplePublic demo record ↗
App Store scopePublic App Store metadata does not provide downloads, revenue, retention, or a complete market census. Search results are ranked and capped.
Observed measureValueSource stateRecord
Relevant apps58 appsfreshPublic demo record ↗
Average rating4.1 / 5freshPublic demo record ↗
Opportunity audience
Self-employed tradespeople and small field-service teams.
Observation window
11 Jul 2026 – 9 Aug 2026
Locale
United Kingdom; English-language public records
Model versions
See the versioned calculation above · classifier version 1
Source refresh
10 Aug 2026, 10:00 BST
Coverage
4 independent active source families
X

English posts by tradespeople about receipts, expenses, mileage, and bookkeeping.

No additional limitation recorded.
Google Search

UK keyword plan for tradesperson expense and receipt apps.

The keyword-plan refresh is three days old.
RevenueCat Verified

Submitted verified subscription pages for receipt and field-business apps.

Only three comparable public verified apps were available.
App Store

UK App Store metadata for receipt scanners and tradesperson expense apps.

No additional limitation recorded.

Demo workspace

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