Prompt-level demand
See the questions buyers ask AI assistants before they reach a website, sales form, or analyst report.
For investors and portfolio teamsKnow which portfolio companies
Know which portfolio companies
are winning in AI search.
Aiso gives investors a portfolio-wide benchmark for how companies appear in ChatGPT, Gemini, Perplexity, Claude, and Copilot - including the prompts, competitors, cited sources, and AI referrals behind the result.
A benchmark for the questions investors already ask.
Investors are already looking at AI mentions, competitor comparisons, and ChatGPT referral traffic. Aiso turns that ad-hoc diligence into a repeatable portfolio operating system.
Competitive mention share
Compare each company against its closest alternatives across the prompts that matter to the category.
Source and citation gaps
Identify the publishers, directories, partner pages, and owned assets that AI systems use to justify answers.
AI referral evidence
Match visibility to ChatGPT referrals, analytics events, and external traffic estimates when direct access is limited.
Use one method across every company.
Aiso starts with a standard view of AI visibility, then adapts the recommendations to each company's market, brand size, geography, and execution capacity.
Pick the portfolio slice
Choose a category, fund, geography, or short list of companies plus the competitors they are usually compared against.
Run the AI benchmark
Aiso measures prompts, mentions, citation sources, fan-out queries, and competitor visibility across major AI assistants.
Connect it to demand
We compare visibility with ChatGPT referral traffic, conversion signals, and market benchmarks to separate noise from pipeline.
Turn findings into action
Portfolio teams get a ranked list of fixes, agency briefs, partner intros, and follow-up dashboards for each company.
- Find portfolio companies that are invisible for high-intent AI prompts.
- Show founders where a competitor is being recommended instead of them.
- Prioritize SEO, PR, content, and source-placement work based on actual AI citations.
- Track whether AI search is starting to send qualified traffic and leads.
- Create a repeatable benchmark for board updates, growth support, and follow-on diligence.
- Use the same evidence layer brands and agencies use when they move from diagnosis to execution.
How Aiso turns AI visibility into action
Aiso connects real AI conversations to visibility insights and expert-approved actions. From discovery to delivery, your team stays in control.
Find real questions
Real AI conversations
- Best project management tool for agencies
- Monday vs Asana for marketing teams
- Tools to manage client projects and deadlines
- Project management software for creative agencies
+ 12,842 more conversations
- Real prompts from real users
- Intent & relevance classification
- Filter and curate what matters
Check who gets recommended
Brand visibility by prompt
PromptYour BrandTop Competitors
Mentioned—
Recommended—
Absent—
Absent—
- Fan-out & hidden sub-queries
- Visibility status tracking
- Multi-model support
Understand why
Sources cited
rW+23
Competitor coverage
Visibility trend
- Source & citation analysis
- Content & authority gaps
- Trends over time
Take expert-approved action
Recommended actions
- Create content targetinghigh-intent prompts
- Improve /pricing pagefor comparison queries
- Get mentioned in thesehigh-authority sources
- Actionable recommendations
- Human review & approval
- Export & share with confidence
The same evidence layer works for investors, brands, and agencies.
Investors use Aiso to find the gap. Brands use it to prioritize what to fix. Agencies and managed services teams use it to execute and prove the lift.
For portfolio support
Give founders a concrete benchmark: where AI recommends them, where competitors win, and which sources need to change.
For commercial proof
Connect AI visibility to referral traffic, qualified leads, and a proof-of-value pilot when the brand wants lower upfront risk.
Frequently asked questions
Is this only for growth investors?
No. Growth investors, venture funds, private equity teams, venture studios, and advisors can use the benchmark to understand where portfolio companies stand in AI search and which actions are worth funding.
Do portfolio companies need to connect analytics first?
No. Aiso can start with prompt visibility, competitor mentions, citation sources, and public traffic signals. If a company shares analytics later, we can connect the benchmark to ChatGPT referrals, conversions, and qualified leads.
Can this compare many companies at once?
Yes. The investor workflow is built for cross-company benchmarking: one category, multiple portfolio companies, their competitors, and a consistent prompt set for comparison.
What happens after the benchmark?
Each company gets a prioritized action plan. Some teams use Aiso self-serve, some work with their agency, and selected brands can use Aiso managed services or a proof-of-value pilot tied to AI-attributed leads.
Benchmark your portfolio's AI search visibility.
Book a portfolio benchmark and we will show which companies are being surfaced, which competitors are taking the answer, and which actions are most likely to create new AI-attributed demand.