— GPI Niche Report · 2026-Q2 · May 2026

OpenAI holds 87 GPI in AI Tools / LLMs · 2026-Q2

Editorial summary based on observed model outputs and daily index facts.

87
— Leader's GPI
OpenAI holds 87 GPI, unchanged from 87 vs 4 May 2026.
0
— Biggest mover
OpenAI climbed from 87 to 87, the largest gain in this snapshot.
0
— Biggest faller
OpenAI moved from 87 to 87, the weakest delta among current top 10.
18 brands
— Coverage
18 brands compared across 90 prompt-runs, baseline 4 May 2026.

Top 10 AI Tools / LLMs brands by GPI

Snapshot: 12 May 2026 · Period: 2026-Q2 · Niche: AI Tools / LLMs · Comparison baseline: 4 May 2026.

0255075100
1
OpenAI
GLB EXCELLENCE
87
87
→ 0
2
Anthropic
GLB EXCELLENCE
86
86
→ 0
3
Cohere
GLB EXCELLENCE
78
78
→ 0
4
Hugging Face
GLB EXCELLENCE
65
65
→ 0
5
Microsoft
GLB VERIFIED
54
54
→ 0
6
Jasper AI
GLB VERIFIED
52
52
→ 0
7
Stability AI
GLB CRITICAL
48
48
→ 0
8
AI21 Labs
GLB CRITICAL
40
40
→ 0
9
Google DeepMind
GLB CRITICAL
34
34
→ 0
10
Midjourney
GLB CRITICAL
34
34
→ 0

What changed since yesterday

Quick signal scan versus 4 May 2026: 0 brands moved up and 0 moved down in today’s top set.

Top moversDelta GPI
OpenAI 0
Anthropic 0
Cohere 0

Findings,
thirty seconds.

1) OpenAI remains the category leader with 87 GPI points.

2) Coverage this issue: 18 brands and 90 measurements.

Trust & Coverage

Coverage this issue
Prompts run90
Brands detected18
MarketsUS, EU
Data freshness12 May 2026
Confidence in ranking changes
High 0 Medium 0 Low 0
Interpretation rule

Only treat moves >5 GPI with Medium+ confidence as strategic signal.

Top ranking movesDelta GPIEvidence pointsConfidence
No non-zero ranking moves in this issue.

Visibility by AI model

Top 5 brands split by model-level visibility in this issue. Use this to see where a brand is strong, weak, or absent across assistant ecosystems.

Top brandsChatGPTGeminiClaudeGoogle AI Overview
OpenAI
100%
· n=1
100%
· n=1
100%
· n=1
0%
· n=1
Anthropic
100%
· n=1
100%
· n=1
100%
· n=1
0%
· n=1
Cohere
100%
· n=1
100%
· n=1
100%
· n=1
0%
· n=1
Hugging Face
100%
· n=1
0%
· n=1
100%
· n=1
0%
· n=1
Microsoft
100%
· n=1
0%
· n=1
100%
· n=1
0%
· n=1

OpenAI vs Anthropic

This issue is generated from the index pipeline. Scores represent AI visibility and framing in AI Tools / LLMs recommendations across leading language models.

OpenAI
87
→ 0
Anthropic
86
→ 0
# Brand Region Trend vs 4 May 2026 GPI Δ vs 4 May 2026
1
OpenAI
EXCELLENCE
GLB 87 → 87 87 → 0
2
Anthropic
EXCELLENCE
GLB 86 → 86 86 → 0
3
Cohere
EXCELLENCE
GLB 78 → 78 78 → 0
4
Hugging Face
EXCELLENCE
GLB 65 → 65 65 → 0
5
Microsoft
VERIFIED
GLB 54 → 54 54 → 0
6
Jasper AI
VERIFIED
GLB 52 → 52 52 → 0
7
Stability AI
CRITICAL
GLB 48 → 48 48 → 0
8
AI21 Labs
CRITICAL
GLB 40 → 40 40 → 0
9
Google DeepMind
CRITICAL
GLB 34 → 34 34 → 0
10
Midjourney
CRITICAL
GLB 34 → 34 34 → 0

Updated 12 May 2026, 18:04 UTC. This report is published by Getllmspy GPI index.

Methodology & caveats

GPI measures AI visibility and framing in model answers, not sales or market share forecasts. This issue is generated from index layers (prompts, measurements, aggregates, narrative, reports) with deterministic daily runs.

No synthetic brands or synthetic scores are injected. If the quarter lacks coverage, we show fewer rows and mark insufficiency explicitly.

Data updates timeline

Each bar shows how many measurements were refreshed on that date. Last data update: 12 May 2026.

Report refreshed: 12 May 2026 (report rebuilt from latest available measurements).

12 May 2026
90
Prompts used in this issue (8)

Prompt pack extracted from completed checks included in this daily slice.

#Prompt text
1Name up to 10 brands, companies, or services that **directly** operate in the «AI Tools / LLMs» niche in in the United States (not adjacent “marketing in general”). Briefly justify the order. Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
2Which **direct** providers of the «AI Tools / LLMs» service/product do you most often name for users in in the United States? Do not mix in generic SEO/SMM tools unless they explicitly sell this niche. Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
3Which companies **explicitly position** as «AI Tools / LLMs» players and are considered strong in in the United States? Exclude vendors that are only “in digital marketing” without this exact offering. Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
4Who gets criticized most in «AI Tools / LLMs» in in the United States and for what? In the brand list, include only those criticized as providers of this niche—not any random SEO shop. Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
5If you recommended the «AI Tools / LLMs» offering to a friend in in the United States, who would you name first among **direct** players? Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
6Which **specialized** «AI Tools / LLMs» services (not generic course platforms or full-service agencies without this explicit niche) show up most in discussions in in the United States? Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
7Among **core** «AI Tools / LLMs» players in in the United States, who signals premium pricing vs affordability? Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.
8Which **core** «AI Tools / LLMs» companies in in the United States are mentioned more often in a positive light lately? Do not pad the list with adjacent brands. Important: in the structured brand list, include only players that directly match the niche wording (they clearly sell that service/product). Do not pad with adjacent marketing vendors: generic SEO/SMM agencies, social schedulers, rank trackers, link marketplaces, or training platforms unless they explicitly market this exact niche. If unsure, omit the brand from the structured list and state the caveat in prose only.

FAQ for AI Tools / LLMs

How should executives read this AI Tools / LLMs daily report?

Treat GPI movement above 5 points with medium or high confidence as strategic signal. Smaller shifts are directional and should be monitored over consecutive daily issues against baseline 4 May 2026.

Does this report measure market share?

No. GPI reflects AI recommendation visibility and framing quality across model answers, not revenue or shipment share.

How often is this report refreshed?

Daily pipeline runs rebuild this issue from the latest completed measurements, then publish a dated snapshot for comparison.

How should we use new entrants in decisions?

Treat first-time entrants as provisional until they appear in consecutive issues with medium or high evidence.

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