Which lower middle market private equity firms do ChatGPT, Gemini and Google AI recommend? (October 2026)
When US business owners ask AI engines which private equity firm to sell to or partner with, no firm dominates. The Riverside Company was named most often, in 19 of 57 answers (33.3%), followed by Trivest Partners (17) and Shore Capital Partners (14). 54 of the 57 answers named at least one firm, and 200 different firms were named in total, 129 of them only once.
By Frederik Jakobsen, founder of Danish Lead Co and SourceRank AI. Measured 11 October 2026, published October 2026.
The firms AI named most often
Share of all 57 answers that named the firm as a provider, and how many answers on each engine named it. An answer counts once per firm however often it repeats the name.
94.7%
Answers that named at least one provider firm: 54 of 57. The rest gave criteria or advice and no names.
200 firms
Distinct firms named across all 57 answers. 129 of them were named in only one answer.
11.3%
Share of all 442 firm mentions taken by the three most named firms, The Riverside Company, Trivest Partners and Shore Capital Partners.
| # | Firm | Answers naming it | Engines | ChatGPT of 12 | Gemini of 12 | Copilot of 9 | AI Mode of 12 | AI Overviews of 12 |
|---|---|---|---|---|---|---|---|---|
| 1 | The Riverside Company | 19 of 57 33.3% | 5 of 5 | 6 | 6 | 2 | 3 | 2 |
| 2 | Trivest Partners | 17 of 57 29.8% | 5 of 5 | 8 | 2 | 2 | 2 | 3 |
| 3 | Shore Capital Partners | 14 of 57 24.6% | 5 of 5 | 3 | 4 | 1 | 4 | 2 |
| 4 | Serent Capital | 13 of 57 22.8% | 4 of 5 | 2 | 4 | 0 | 3 | 4 |
| 5 | Blue Point Capital Partners | 12 of 57 21.1% | 4 of 5 | 7 | 0 | 1 | 2 | 2 |
| 6 | Audax Private Equity | 10 of 57 17.5% | 3 of 5 | 4 | 5 | 0 | 0 | 1 |
| 7 | TA Associates | 10 of 57 17.5% | 5 of 5 | 2 | 4 | 1 | 1 | 2 |
| 8 | Incline Equity Partners | 9 of 57 15.8% | 5 of 5 | 3 | 2 | 1 | 1 | 2 |
| 9 | Align Capital Partners | 9 of 57 15.8% | 4 of 5 | 0 | 3 | 1 | 3 | 2 |
| 10 | Alpine Investors | 9 of 57 15.8% | 5 of 5 | 2 | 1 | 1 | 4 | 1 |
| 11 | Accel-KKR | 9 of 57 15.8% | 5 of 5 | 3 | 2 | 1 | 1 | 2 |
| 12 | Summit Partners | 8 of 57 14.0% | 4 of 5 | 1 | 4 | 0 | 1 | 2 |
| 13 | Argosy Private Equity | 7 of 57 12.3% | 4 of 5 | 2 | 2 | 0 | 2 | 1 |
| 14 | Mainsail Partners | 7 of 57 12.3% | 3 of 5 | 0 | 1 | 0 | 3 | 3 |
| 15 | General Atlantic | 7 of 57 12.3% | 4 of 5 | 2 | 2 | 0 | 2 | 1 |
Top 15 of 200 firms. Engine columns show answers naming the firm out of that engine's measured answers. Firms with the same count are listed in the order the data was read.
What the answers show
- +No firm owns this category. The Riverside Company was the most named, in 19 of 57 answers, 33.3%, followed by Trivest Partners (17) and Shore Capital Partners (14). The three most named took 11.3% of all 442 firm mentions.
- +The tail is very long: 200 different firms were named, 129 of them in only one answer. Which fund an owner hears about depends heavily on how the question is phrased: EBITDA, sector, region, minority or majority.
- +The engines disagree on the leader. ChatGPT named Trivest Partners most (8 of 12), Gemini The Riverside Company (6 of 12), Google AI Overviews Serent Capital (4 of 12), and Google AI Mode Shore Capital Partners and Alpine Investors (4 each). Blue Point Capital Partners was named in 7 of 12 ChatGPT answers and 0 of 12 Gemini answers.
- +The engines that show sources read deal blogs and fund lists more than fund websites: ctacquisitions.com, privateequitylist.com and growthcapadvisory.com were the most cited domains, in 12, 11 and 11 of the 38 answers with sources.
What each engine named
The most named firm per engine. The engines did not agree on a leader.
| Engine | Answers | Named a provider | Distinct firms | Most named firm on that engine |
|---|---|---|---|---|
| ChatGPT | 12 | 12 of 12 100.0% | 81 | Trivest Partners (8 of 12) |
| Gemini | 12 | 11 of 12 91.7% | 62 | The Riverside Company (6 of 12) |
| Microsoft Copilot | 9 | 8 of 9 88.9% | 75 | The Riverside Company, Trivest Partners, Gauge Capital and 4 more tied (2 of 9) |
| Google AI Mode | 12 | 12 of 12 100.0% | 38 | Shore Capital Partners, Alpine Investors (4 of 12) |
| Google AI Overviews | 12 | 11 of 12 91.7% | 55 | Serent Capital (4 of 12) |
First-pick agreement: in 7 of the 12 questions where at least two engines named a firm, two or more engines named the same firm first. The Riverside Company was named by 5 of 5 engines.
The sources behind the recommendations
Most cited domains in the 38 answers that showed a source list. Deal blogs and private equity lists rank above the funds' own sites.
| # | Cited domain | Kind | Answers citing it |
|---|---|---|---|
| 1 | ctacquisitions.com | Other (blogs, listicles, publishers, other vendors) | 12 of 38 31.6% |
| 2 | privateequitylist.com | Other (blogs, listicles, publishers, other vendors) | 11 of 38 28.9% |
| 3 | growthcapadvisory.com | Other (blogs, listicles, publishers, other vendors) | 11 of 38 28.9% |
| 4 | coyotewealth.com | Other (blogs, listicles, publishers, other vendors) | 6 of 38 15.8% |
| 5 | axial.net | Other (blogs, listicles, publishers, other vendors) | 6 of 38 15.8% |
| 6 | brentwood.com | A named firm's own website | 5 of 38 13.2% |
| 7 | alignediq.com | Other (blogs, listicles, publishers, other vendors) | 4 of 38 10.5% |
| 8 | bluepointcapital.com | A named firm's own website | 4 of 38 10.5% |
| 9 | revenuebase.ai | Other (blogs, listicles, publishers, other vendors) | 4 of 38 10.5% |
| 10 | youtube.com | Social and video | 4 of 38 10.5% |
| 11 | docubridge.ai | Other (blogs, listicles, publishers, other vendors) | 3 of 38 7.9% |
| 12 | capitalpad.com | Other (blogs, listicles, publishers, other vendors) | 3 of 38 7.9% |
Out of the 38 answers that carried a source list (132 distinct domains). Sources per engine: ChatGPT 0 of 12, Gemini 11 of 12, Copilot 9 of 9, AI Mode 6 of 12, AI Overviews 12 of 12.
| Source kind | Answers citing at least one |
|---|---|
| Other (blogs, listicles, publishers, other vendors) | 37 of 38 97.4% |
| A named firm's own website | 19 of 38 50.0% |
| Social and video | 5 of 38 13.2% |
| Directory, review or analyst site | 3 of 38 7.9% |
| Government or education | 1 of 38 2.6% |
An answer can cite several kinds, so the rows do not sum to the total. "A named firm's own website" means the domain matches the name of a firm named in this category.
How a firm in this category gets named
Being named depends on what the engines read. In this category, of the 38 answers that showed their sources, 19 cited a named firm's own website and 3 cited a directory, review or analyst site. For a lower middle market fund the questions that produce names are specific: EBITDA range, sector, region, minority or majority, what happens to the founder. A fund that states its check size, sectors and founder terms plainly on its own pages, and is listed accurately on the deal blogs and fund lists the engines cite, has a realistic route into answers that are otherwise spread across hundreds of names. This is the work SourceRank AI does, described on the services page. The free site readiness check shows whether your site is structurally ready to be cited; it checks your site, it does not measure answers like the ones on this page. To see where your own firm stands in these answers, book a call.
Exactly what was measured
| Parameter | Value |
|---|---|
| Date | 11 October 2026, one run |
| Buyer questions | 12, each phrased as a buyer asking for a provider, varied by size, budget, situation and switching. Full list below |
| Answer engines | 5: ChatGPT, Gemini, Microsoft Copilot, Google AI Mode, Google AI Overviews |
| Engine cells | 60. One question on one engine |
| Answers measured | 57 of 60. The denominator for every share on this page. 3 Copilot answers were written for a buyer outside the US, a side effect of the third-party service we query Copilot through, and are excluded |
| Market | United States, English. Google AI Mode and AI Overviews were queried with a US location. ChatGPT, Gemini and Copilot were not given a location, the same as in our client measurement runs; Copilot answers that assumed a buyer abroad are excluded |
| Sources | Cited sources come from Gemini, Copilot, Google AI Mode and Google AI Overviews. ChatGPT's answers in this run came back without a machine-readable source list, so ChatGPT is not in the source tables |
| Firm extraction | One language model call per answer listed the firms the answer named as providers, excluding directories, publications, citation labels and tools. Names were normalised and aliases merged. A hand check of 20 answers across the study is reported on the hub page |
| Not measured | Location personalisation for the chat engines, logged-in or personalised sessions, run-to-run variation (this is a single run, and the same question asked again can return different firms), and model versions, which change without notice |
All 12 buyer questions
- Best private equity firms to sell my company to if it does $5 million in EBITDA
- Which lower middle market private equity firms are best for a founder-owned business in the US?
- Top private equity firms that buy businesses with $10 to $50 million in revenue
- I want to sell a majority stake in my company but stay on as CEO. Which private equity firms are the best partners?
- Which private equity firms invest in family-owned manufacturing companies?
- Best private equity firms for a minority recapitalization of a founder-owned company
- Which lower middle market private equity firms specialize in business services companies?
- Recommend private equity firms in the Midwest that buy companies with $3 to $15 million in EBITDA
- Most founder-friendly private equity firms in the United States
- Which private equity firms are best for a first-time seller of a $30 million revenue company?
- Top lower middle market private equity firms that invest in Texas companies
- A private equity buyer retraded our deal after the LOI. Which PE firms have a reputation for closing on the terms they offer?
Cite this research
Journalists, analysts and writers are welcome to quote, chart and republish the figures on this page. Please credit SourceRank AI and link to this page as the source. For the underlying data, a comment from Frederik Jakobsen or a category we have not covered, see the press page.
Suggested citation
SourceRank AI (2026). Which lower middle market private equity firms do ChatGPT, Gemini and Google AI recommend? Measured 11 October 2026. https://sourcerankai.com/research/who-ai-recommends/private-equity-firms-lower-middle-market/
Link to copy
<a href="https://sourcerankai.com/research/who-ai-recommends/private-equity-firms-lower-middle-market/">Which lower middle market private equity firms do ChatGPT, Gemini and Google AI recommend? (SourceRank AI, October 2026)</a>Where to go next
All 22 category studies
Who AI recommends across 22 B2B categories, with the cross-category findings and the full method.
What AI engines cite by industry
The source mix behind AI answers in ten industries, from our September 2026 measurement runs.
AEO for this industry
What we do for firms in this space, and the questions their buyers ask AI.
Common questions
Which lower middle market private equity firms does ChatGPT recommend?
In this October 2026 run ChatGPT named Trivest Partners most often, in 8 of its 12 answers. Across all five engines the most named were The Riverside Company (19 of 57 answers), Trivest Partners (17) and Shore Capital Partners (14).
Do ChatGPT, Gemini and Google AI recommend the same lower middle market private equity firms?
Partly. The Riverside Company was named by 5 of the 5 engines, and in 7 of the 12 questions at least two engines named the same firm first. Below the top few names the lists diverge: 129 of the 200 firms were named in only one answer.
How was this measured?
12 buyer questions asking for lower middle market private equity firms were put once to ChatGPT, Gemini, Microsoft Copilot, Google AI Mode and Google AI Overviews on 11 October 2026, from a US English context. 57 answers were measured, and the firms each answer named as providers were extracted and counted once per answer. It is a single run, and the same question asked again can return different firms.