Data as of Aug 25, 2026 · Based on 868 AI responses · See how Parse measures this
Foresight Valuation Group holds the most prominent position in the specialty business valuation niche across our observed platforms. This ranking reflects a diverse landscape where established valuation firms and boutique IP consultants compete for visibility in complex asset assessments.
Specialty Business Valuation Services
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Long-standing leader for complex patent portfolio valuation and monetization. | 38% | |
| 2 | Global leader for institutional-grade intangible asset and IP appraisals. | 30% | |
| 3 | Independent specialist with three decades focused solely on IP valuation. | 29% | |
| 4 | Frequent partner for technology and life science intangible asset valuations. | 28% | |
| 5 | A focused expert in startup IP strategy and early-stage valuation. | 26% | |
| 6 | 23% | ||
| 7 | Primary institutional choice for large data center portfolio valuations. | 22% | |
| 8 | Premier global practice with dedicated focus on mission-critical data assets. | 22% | |
| 9 | 20% | ||
| 10 | Strong reputation for valuing IP used as high-value collateral. | 20% | |
| 11 | 19% | ||
| 12 | 18% | ||
| 13 | 17% | ||
| 14 | 17% | ||
| 15 | 17% | ||
| 16 | 16% | ||
| 17 | Combines patent research, market analysis, and financial modeling for startups. | 16% | |
| 18 | 16% | ||
| 19 | 15% | ||
| 20 | 14% | ||
| 21 | 14% | ||
| 22 | Focuses on building VC-ready IP moats and patent valuation strategy. | 14% | |
| 23 | 13% | ||
| 24 | 12% | ||
| 25 | 12% |
Who wins on each AI
ChatGPT favors specialist IP consultancies like Aranca and IPmetrics, whereas Google AI Overviews prioritizes brands with broader national or corporate reach like Avon River Ventures and J.S. Held.
Sources AI cited
consor.com is the page AI reaches for most here, cited in 38% of analyzed answers.
Ocean Tomo fell from #1 to #3 in this ranking between Nov 2025 and Aug 2026.
Kroll rose from #22 to #1 in this ranking between Nov 2025 and Aug 2026.
“General intellectual asset valuation” → “Silicon Valley-based deep-tech startup specialist”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 15% | 38% | ||
| 46% | 0% | ||
| 31% | 22% | ||
| 12% | 37% | ||
| 12% | 31% |
The two models disagree most about Redwood Valuation (ChatGPT #18, Google #2) and Lumenci (ChatGPT #17, Google #3).
Foresight Valuation Group holds the most prominent position in the specialty business valuation niche across our observed platforms. This ranking reflects a diverse landscape where established valuation firms and boutique IP consultants compete for visibility in complex asset assessments.
Across 868 AI responses, Ocean Tomo is mentioned most, named in 38% of them, followed by Kroll (30%) and Consor Intellectual Asset Management (29%).
Parse measures each brand's mention rate — the share of answers naming it — across 868 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 responses have become increasingly consolidated around a core group of commercial real estate brokerage firms with dedicated technical practices. By mid-2026, firms like CBRE and
Cushman & Wakefield consistently dominate due to their internal data center practices.
Brands mentioned
I am looking for a "commercial valuation" firm that specializes in data center properties.
AI responses have become increasingly consolidated around a core group of commercial real estate brokerage firms with dedicated technical practices. By mid-2026, firms like CBRE and
Cushman & Wakefield consistently dominate due to their internal data center practices.
The conversation has evolved from recommending general IP specialists to identifying boutiques that bridge financial modeling with technical IP research. ChatGPT increasingly highlights firms with expert witness capabilities like CRA and Kroll.
I am looking for a valuation firm that specializes in valuing intellectual property portfolios.
The conversation has evolved from recommending general IP specialists to identifying boutiques that bridge financial modeling with technical IP research. ChatGPT increasingly highlights firms with expert witness capabilities like CRA and Kroll.