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ANSWER ENGINE OPTIMIZATION FOR HEDGE FUNDS

Allocators ask AI which funds run a strategy well.
Is your fund named?

Manager research now starts with ChatGPT, Gemini, and Perplexity rather than a database subscription. Citably shows hedge funds which managers those engines name by strategy, then deploys the fix from the same dashboard.

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ChatGPT
Gemini
Perplexity
Claude
Copilot

See exactly which hedge funds AI names by strategy

Real manager research prompts from allocators, scored across ChatGPT, Gemini, and Perplexity.

app.citably.ai/dashboard

Overview Audience Prompts Competitors Deploy

Last scan · 2h ago

Hedge Fund PromptAI VisibilityTop RecommendedAction
top global macro hedge funds
via Allocator community thread

Rival
Marshall Wace

most active funds in systematic equity strategies
via Industry ranking

Unclaimed
No clear answer

best performing market neutral managers
via Regulatory filing

Cited
Your Fund

which hedge funds specialise in event driven strategies
via Conference roster

Rival
Man Group

emerging managers worth watching in credit
via Perplexity cite

Cited
Your Fund

Share of Model, hedge fund prompts
13%5.5

Citations found, manager research queries
21+7 this month

Real hedge fund scan data from Citably. A scan of your fund will look different.

The AEO problem facing hedge funds

Manager research now begins with an AI answer

An allocator building a shortlist for a strategy asks ChatGPT which funds run it well, and that answer sets the names worth diligencing. A hedge fund absent from it is never screened, no matter how the track record reads. Citably shows which managers the engine named instead.

Marketing restrictions left funds with nothing published

Hedge funds market privately by necessity, so most publish almost nothing beyond a landing page. That is exactly why AI engines fall back on rankings, filings, and conference rosters when naming managers, and a fund missing from those sources is invisible to the process.

Strategy labels decide the shortlist and are applied loosely

Allocators search by strategy, and AI engines assign funds to global macro, market neutral, or event driven based on whatever public description exists. A hedge fund described imprecisely is surfaced for the wrong mandates and missed for the right ones. Citably tracks which strategy prompts your fund is named for.

Similar to AEO for investment firms and AEO for wealth managers, the same free scan shows exactly where AI engines skip hedge funds.

10+
AI engines tracked for hedge fund visibility

300+
Brands scanning with Citably

4x
Faster than manual manager research audits

60 sec
Average Citably scan time

Trusted by hedge fund teams

Hedge funds winning AI answers with Citably

“Allocators told us they had screened managers with ChatGPT and we never came up for our own strategy. Citably showed us why, and we now appear in six of ten strategy prompts.”

EM
Julian Ashworth
Kestrel Capital Management

“Our strategy was being described loosely enough that we surfaced for the wrong mandates. Publishing a precise strategy definition fixed which searches we appear in.”

DO
Wei Zhang
Northbeam Asset Management

“Citably showed us conference rosters and filings were doing more for our visibility than anything we controlled. We publish differently now.”

SR
Isabelle Moreau
Harbourline Partners

How Citably gets hedge funds named in manager research

Three steps, run by Citably for hedge funds.

1

Scan your hedge fund

Enter your fund URL and Citably runs the real prompts allocators ask during manager research, such as which funds run global macro well, across ChatGPT, Gemini, and Perplexity.

2

See the manager research gaps

The Citably dashboard shows every strategy prompt where your fund is missing, which managers AI names instead, and whether the answer came from a ranking, a filing, or an allocator thread.

3

Deploy and win manager research citations

Citably deploys citable assets built for hedge funds, including strategy definitions and operational fact sheets, drafted for your compliance team to approve before anything publishes.

Watch manager research answers flip in 30 days

The same strategy prompts, before and after deploying Citably assets.

Before Citably 0 wins
top global macro hedge funds Rival
most active funds in systematic equity strategies Unclaimed
best performing market neutral managers Rival
which hedge funds specialise in event driven strategies Unclaimed
emerging managers worth watching in credit Rival

After 30 days +4 wins
top global macro hedge funds Your Fund ✓
most active funds in systematic equity strategies Your Fund ✓
best performing market neutral managers Rival
which hedge funds specialise in event driven strategies Your Fund ✓
emerging managers worth watching in credit Your Fund ✓

Citable assets built for hedge funds

Templates Citably deploys for hedge funds, drafted for compliance review before publishing.

Strategy Definition Explainer

A precise public description of what your fund actually runs, in the strategy language allocators search with. AI engines cite structured strategy data when allocators ask which managers run a given approach.

Use Template

Operational Fact Sheet

Service providers, auditor, administrator, domicile, and terms set out plainly without performance claims. Structured for AI engines to quote on operational diligence questions about hedge funds.

Use Template

Manager Background Explainer

A page covering team tenure, prior seats, and where the edge comes from. Schema marked so AI engines cite your fund when allocators research managers in your category.

Use Template

Frequently asked questions

Citably tracks AI visibility for hedge funds across ChatGPT, Gemini, Perplexity, and Claude. Citably runs the real prompts allocators ask during manager research, organised by strategy, records which hedge funds each engine names, and reports the source behind every answer.

Yes. Every asset Citably deploys for a hedge fund is drafted for your compliance team to approve before publishing, and the templates are built around strategy definitions and operational facts rather than performance claims or solicitation.

AI engines assign hedge funds to strategy categories from whatever public description exists, which is often imprecise or years out of date. Citably shows which strategy prompts your fund is named for and which it is missing, so the public definition can be corrected at the source.

Hedge funds using Citably typically see their first new AI citations within 2 to 4 weeks of deploying assets, as AI engines re-crawl the rankings, filings, and allocator threads they pull manager research answers from. Citably tracks won, lost, held, and new citations for your fund week over week.

AI engines are already shortlisting managers without your fund.

Scan your hedge fund free and see which managers AI names by strategy today.

Rated 4.9 by 200+ brands

JD MR SK

Free scan. No credit card. Results in 60 seconds.