Data as of Aug 25, 2026 · Based on 337 AI responses · See how Parse measures this
Financial Data & Benchmarking Tools
Parse
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Bloomberg is the leading brand recommended by AI assistants for professional financial data and analytics. Between October 2025 and March 2026, AI responses shifted significantly, increasingly favoring established institutional platforms like and S&P Capital IQ over more specialized tools.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | A go-to source for detailed industry reports and financial ratio benchmarks. | 76% | |
| 2 | Offers consensus credit risk ratings for industry credit quality benchmarks. | 73% | |
| 3 | 59% | ||
| 4 | The institutional standard for real-time market data, analytics, and news. | 53% | |
| 5 | 45% | ||
| 6 | Praised for user-friendly financial modeling and strong Excel integration. | 45% | |
| 7 | Provides financial benchmarks and industry stats, strong for small business data. | 40% | |
| 8 | 38% | ||
| 9 | 35% | ||
| 10 | 34% | ||
| 11 | 31% | ||
| 12 | 29% | ||
| 13 | 25% | ||
| 14 | 23% | ||
| 15 | 20% | ||
| 16 | 20% | ||
| 17 | 17% | ||
| 18 | 14% | ||
| 19 | 13% | ||
| 20 | 12% | ||
| 21 | 12% | ||
| 22 | 12% | ||
| 23 | 10% | ||
| 24 | 10% | ||
| 25 | 10% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
creditbenchmark.com is the page AI reaches for most here, cited in 75% of analyzed answers.
Emerged as a top-cited source for industry reports starting in November 2025.
Gained prominence across financial data and Excel add-in prompts since November 2025.
“A background data source for niche tools” → “A direct recommendation for creating company comps”
Dropped from #1 rank in October 2025 to #8 by March 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 86% | 52% | ||
| 43% | 71% | ||
| 67% | 52% | ||
| 76% | 38% | ||
| 76% | 24% |
Bloomberg is the leading brand recommended by AI assistants for professional financial data and analytics. Between October 2025 and March 2026, AI responses shifted significantly, increasingly favoring established institutional platforms like FactSet and S&P Capital IQ over more specialized tools.
Across 337 AI responses, IBISWorld is mentioned most, named in 76% of them, followed by Credit Benchmark (73%) and S&P Global (59%).
Parse measures each brand's mention rate — the share of answers naming it — across 337 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI assistants consistently position the choice between Bloomberg and
FactSet as role-dependent.
Bloomberg is framed as the standard for real-time market data, news, and trading, while
FactSet is favored for its user-friendly interface, financial modeling capabilities, and strong Excel integration. This framing remained stable between November 2025 and March 2026.
AI assistants consistently position the choice between Bloomberg and
FactSet as role-dependent.
Bloomberg is framed as the standard for real-time market data, news, and trading, while is favored for its user-friendly interface, financial modeling capabilities, and strong Excel integration. This framing remained stable between November 2025 and March 2026.
Early answers in late 2025 heavily favored specialized tools like , particularly for SaaS companies. From December 2025 into 2026, responses broadened to include institutional platforms like S&P Capital IQ and as primary tools for building public company comparisons. remained a top recommendation but faced increasing competition.
Brands mentioned
Brands mentioned
Which comps tool benchmarks public companies cleanly and quickly?
Early answers in late 2025 heavily favored specialized tools like PublicComps, particularly for SaaS companies. From December 2025 into 2026, responses broadened to include institutional platforms like S&P Capital IQ and
PitchBook as primary tools for building public company comparisons.
PublicComps remained a top recommendation but faced increasing competition.
The market map
Recommended by need