VedexAwardsBest Data for Predicting Same-Store Sales
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The Vedex Index Awards· Predicted metric

Best Data for Predicting Same-Store Sales

Vendors whose products carry the strongest research-backed evidence for this signal — Same-Store Sales.

As ofQ3 2026Ranked19Qualifying33Edition2026

The Vedex Grid

Each vendor placed by Vision & Trajectory (horizontal) and Data Strength (vertical). Top-right is the leaders zone.

Data Strength →
CHALLENGERSLEADERSNICHEVISIONARIES2345678910111213141516171819
Vision & Trajectory →
Vedex StarBand 1Band 2Band 3Hover a marker for detail

The ranking

33 qualifying vendors
#1
Vedex StarBand 1High confidence

RepRisk

“Best Data for Predicting Same-Store Sales category leader”

50.7Composite
94Neighborhood pct
100%Coverage
50.7Composite
94Neighborhood pct
100%Coverage

Pillar scores

Market Presence
74
Product Quality
68
Integration
83
Business Maturity
70
Trust & Compliance
99
AI Readiness
53
Support & Ops
90

Why this placement

RepRisk lands at #1 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, support & operations. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong support & operations
  • Strong integration & delivery

Watch

Read as research relevance — evidence is not measured alpha.

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#2
Band 1High confidence

Factori

“Ranks #2 in Band 1”

48Composite
70Neighborhood pct
100%Coverage
48Composite
70Neighborhood pct
100%Coverage

Pillar scores

Market Presence
51
Product Quality
66
Integration
72
Business Maturity
45
Trust & Compliance
49
AI Readiness
36
Support & Ops
47

Why this placement

Factori lands at #2 in this category on the strength of research-backed evidence for the signal, leading on integration & delivery, product quality. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong integration & delivery
  • Strong product quality
  • Strong market presence

Watch

Read as research relevance — evidence is not measured alpha.

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#3
Band 1High confidence

Dun & Bradstreet

“Ranks #3 in Band 1”

47.9Composite
98Neighborhood pct
100%Coverage
47.9Composite
98Neighborhood pct
100%Coverage

Pillar scores

Market Presence
78
Product Quality
69
Integration
96
Business Maturity
96
Trust & Compliance
100
AI Readiness
39
Support & Ops
74

Why this placement

Dun & Bradstreet lands at #3 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, business maturity. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong business maturity
  • Strong integration & delivery

Watch

Read as research relevance — evidence is not measured alpha.

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#4
Band 1High confidence

Consumer Edge

“Ranks #4 in Band 1”

47.2Composite
90Neighborhood pct
100%Coverage
47.2Composite
90Neighborhood pct
100%Coverage

Pillar scores

Market Presence
62
Product Quality
64
Integration
83
Business Maturity
63
Trust & Compliance
72
AI Readiness
38
Support & Ops
81

Why this placement

Consumer Edge lands at #4 in this category on the strength of research-backed evidence for the signal, leading on integration & delivery, support & operations. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong integration & delivery
  • Strong support & operations
  • Strong trust & compliance

Watch

Read as research relevance — evidence is not measured alpha.

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#5
Band 1High confidence

Acxiom

“Ranks #5 in Band 1”

46.9Composite
90Neighborhood pct
100%Coverage
46.9Composite
90Neighborhood pct
100%Coverage

Pillar scores

Market Presence
65
Product Quality
42
Integration
88
Business Maturity
91
Trust & Compliance
100
AI Readiness
45
Support & Ops
81

Why this placement

Acxiom lands at #5 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, business maturity. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong business maturity
  • Strong integration & delivery

Watch

Read as research relevance — evidence is not measured alpha.

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#6
Band 2High confidence

Refinitiv

“Ranks #6 in Band 2”

45.7Composite
74Neighborhood pct
100%Coverage
45.7Composite
74Neighborhood pct
100%Coverage

Pillar scores

Market Presence
43
Product Quality
70
Integration
50
Business Maturity
93
Trust & Compliance
100
AI Readiness
46
Support & Ops
86

Why this placement

Refinitiv lands at #6 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, business maturity. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong business maturity
  • Strong support & operations

Watch

Read as research relevance — evidence is not measured alpha.

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#7
Band 2High confidence

John Snow Labs

“Ranks #7 in Band 2”

45.4Composite
90Neighborhood pct
100%Coverage
45.4Composite
90Neighborhood pct
100%Coverage

Pillar scores

Market Presence
70
Product Quality
36
Integration
93
Business Maturity
68
Trust & Compliance
100
AI Readiness
72
Support & Ops
81

Why this placement

John Snow Labs lands at #7 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, integration & delivery. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong integration & delivery
  • Strong support & operations

Watch

Read as research relevance — evidence is not measured alpha.

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#8
Band 2High confidence

dataplor

“Ranks #8 in Band 2”

45.1Composite
88Neighborhood pct
100%Coverage
45.1Composite
88Neighborhood pct
100%Coverage

Pillar scores

Market Presence
58
Product Quality
65
Integration
84
Business Maturity
66
Trust & Compliance
76
AI Readiness
43
Support & Ops
68

Why this placement

dataplor lands at #8 in this category on the strength of research-backed evidence for the signal, leading on integration & delivery, trust & compliance. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong integration & delivery
  • Strong trust & compliance
  • Strong support & operations

Watch

Read as research relevance — evidence is not measured alpha.

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#9
Band 2High confidence

Accern

“Ranks #9 in Band 2”

44.6Composite
66Neighborhood pct
100%Coverage
44.6Composite
66Neighborhood pct
100%Coverage

Pillar scores

Market Presence
46
Product Quality
67
Integration
62
Business Maturity
69
Trust & Compliance
71
AI Readiness
52
Support & Ops
81

Why this placement

Accern lands at #9 in this category on the strength of research-backed evidence for the signal, leading on support & operations, trust & compliance. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong support & operations
  • Strong trust & compliance
  • Strong business maturity

Watch

Read as research relevance — evidence is not measured alpha.

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#10
Band 2High confidence

RavenPack

“Ranks #11 in Band 2”

43.7Composite
78Neighborhood pct
100%Coverage
43.7Composite
78Neighborhood pct
100%Coverage

Pillar scores

Market Presence
51
Product Quality
66
Integration
62
Business Maturity
62
Trust & Compliance
99
AI Readiness
68
Support & Ops
90

Why this placement

RavenPack lands at #11 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, support & operations. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong support & operations
  • Strong AI readiness

Watch

Read as research relevance — evidence is not measured alpha.

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#11
Band 2High confidence

Foursquare

“Ranks #12 in Band 2”

43.6Composite
94Neighborhood pct
100%Coverage
43.6Composite
94Neighborhood pct
100%Coverage

Pillar scores

Market Presence
57
Product Quality
65
Integration
88
Business Maturity
78
Trust & Compliance
83
AI Readiness
53
Support & Ops
74

Why this placement

Foursquare lands at #12 in this category on the strength of research-backed evidence for the signal, leading on integration & delivery, trust & compliance. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong integration & delivery
  • Strong trust & compliance
  • Strong business maturity

Watch

Read as research relevance — evidence is not measured alpha.

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#12
Band 2High confidence

Data Axle

“Ranks #13 in Band 2”

43.6Composite
90Neighborhood pct
100%Coverage
43.6Composite
90Neighborhood pct
100%Coverage

Pillar scores

Market Presence
67
Product Quality
56
Integration
79
Business Maturity
89
Trust & Compliance
84
AI Readiness
29
Support & Ops
68

Why this placement

Data Axle lands at #13 in this category on the strength of research-backed evidence for the signal, leading on business maturity, trust & compliance. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong business maturity
  • Strong trust & compliance
  • Strong integration & delivery

Watch

Read as research relevance — evidence is not measured alpha.

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#13
Band 2High confidence

SafeGraph

“Ranks #14 in Band 2”

43.4Composite
80Neighborhood pct
100%Coverage
43.4Composite
80Neighborhood pct
100%Coverage

Pillar scores

Market Presence
63
Product Quality
67
Integration
61
Business Maturity
69
Trust & Compliance
83
AI Readiness
32
Support & Ops
62

Why this placement

SafeGraph lands at #14 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, business maturity. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong business maturity
  • Strong product quality

Watch

Read as research relevance — evidence is not measured alpha.

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#14
Band 3High confidence

Envestnet | Yodlee

“Ranks #15 in Band 3”

41.9Composite
92Neighborhood pct
100%Coverage
41.9Composite
92Neighborhood pct
100%Coverage

Pillar scores

Market Presence
41
Product Quality
48
Integration
79
Business Maturity
79
Trust & Compliance
99
AI Readiness
43
Support & Ops
81

Why this placement

Envestnet | Yodlee lands at #15 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, support & operations. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong support & operations
  • Strong integration & delivery

Watch

Read as research relevance — evidence is not measured alpha.

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#15
Band 3High confidence

TEJ

“Ranks #16 in Band 3”

41.5Composite
78Neighborhood pct
100%Coverage
41.5Composite
78Neighborhood pct
100%Coverage

Pillar scores

Market Presence
64
Product Quality
57
Integration
80
Business Maturity
45
Trust & Compliance
27
AI Readiness
28
Support & Ops
90

Why this placement

TEJ lands at #16 in this category on the strength of research-backed evidence for the signal, leading on support & operations, integration & delivery. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong support & operations
  • Strong integration & delivery
  • Strong market presence

Watch

Read as research relevance — evidence is not measured alpha.

Verified credential
Verify Badge Certificate
#16
Band 3High confidence

Measurable AI

“Ranks #17 in Band 3”

40.7Composite
58Neighborhood pct
100%Coverage
40.7Composite
58Neighborhood pct
100%Coverage

Pillar scores

Market Presence
62
Product Quality
44
Integration
65
Business Maturity
55
Trust & Compliance
49
AI Readiness
32
Support & Ops
63

Why this placement

Measurable AI lands at #17 in this category on the strength of research-backed evidence for the signal, leading on integration & delivery, support & operations. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong integration & delivery
  • Strong support & operations
  • Strong market presence

Watch

Read as research relevance — evidence is not measured alpha.

Verified credential
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#17
Band 3High confidence

Echo Analytics

“Ranks #18 in Band 3”

39.8Composite
52Neighborhood pct
100%Coverage
39.8Composite
52Neighborhood pct
100%Coverage

Pillar scores

Market Presence
50
Product Quality
56
Integration
69
Business Maturity
45
Trust & Compliance
49
AI Readiness
38
Support & Ops
47

Why this placement

Echo Analytics lands at #18 in this category on the strength of research-backed evidence for the signal, leading on integration & delivery, product quality. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong integration & delivery
  • Strong product quality
  • Strong market presence

Watch

Read as research relevance — evidence is not measured alpha.

Verified credential
Verify Badge Certificate
#18
Band 3High confidence

Exchange Data International

“Ranks #19 in Band 3”

39.3Composite
72Neighborhood pct
100%Coverage
39.3Composite
72Neighborhood pct
100%Coverage

Pillar scores

Market Presence
54
Product Quality
68
Integration
75
Business Maturity
69
Trust & Compliance
77
AI Readiness
22
Support & Ops
68

Why this placement

Exchange Data International lands at #19 in this category on the strength of research-backed evidence for the signal, leading on trust & compliance, integration & delivery. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong trust & compliance
  • Strong integration & delivery
  • Strong business maturity

Watch

Read as research relevance — evidence is not measured alpha.

Verified credential
Verify Badge Certificate
#19
Band 3High confidence

Pelmorex Weather Source

“Ranks #20 in Band 3”

39Composite
76Neighborhood pct
100%Coverage
39Composite
76Neighborhood pct
100%Coverage

Pillar scores

Market Presence
65
Product Quality
57
Integration
67
Business Maturity
74
Trust & Compliance
62
AI Readiness
29
Support & Ops
52

Why this placement

Pelmorex Weather Source lands at #20 in this category on the strength of research-backed evidence for the signal, leading on business maturity, integration & delivery. This reflects the weight of evidence for predicting the metric, not a claim of measured trading returns.

Strengths

  • Strong business maturity
  • Strong integration & delivery
  • Strong market presence

Watch

Read as research relevance — evidence is not measured alpha.

Verified credential
Verify Badge Certificate

Affiliation recusal: Sov.ai is affiliated with Vedex and is therefore not eligible for any Vedex Index Award. The Awards programme sells badges, certificates and premium profiles to the vendors it ranks, and we do not sell those to ourselves. Recusal applies to the Awards only — the vendor keeps its published index score and ranking position, unchanged. Independence policy →

Data vendors only: GitLab was removed from this category because it sells software, tooling or services rather than data. The remaining placements were renumbered; their scores and bands are unchanged. Eligibility rule →

The Vedex Index Awards are an opinion, computed from a documented, methodology-based index — not a paid placement, a poll, or a vote. Rankings reflect measurable signals as of Q3 2026 and may change between editions. Evidence-based category scores indicate research relevance, not measured trading returns. Read the methodology →