Prospect benchmarks
Give sales conversations a concrete starting point with a prospect-specific competitive gap.
For agencies
Win the pitch. Build the plan. Prove what changed.
Bring answer-level evidence into pitches, roadmaps, and recurring reviews. Give clients more than another opaque score.
Fihrist helps agencies ground AI visibility work in evidence. Benchmark a prospect against competitors, explain the source and content gaps, turn the findings into a practical roadmap, and measure progress without relying on vague claims.
Clients want an AI strategy. They do not need another opaque score.
A useful agency deliverable connects each result to evidence, commercial relevance, an owner, and the next measurement. Without that connection, AI visibility is just another slide. It is not a service clients can act on.
What you can learn
Client-ready evidence
Keep every claim linked to the answer and source behind it.
Prioritized delivery
Translate findings into content, PR, brand, and technical work.
Recurring proof
Show what changed after the work went live.
How the analysis works
Define the market
Agree on the brand, competitors, audience, and client markets before measurement begins.
Collect comparable evidence
Run the same buyer questions across the same AI engines, with every finding linked to the answer behind it.
Turn the gap into work
Turn the findings that matter into source, content, brand, or technical priorities, then measure again.
fihrist.io/dashboard/clients
What your team can do with it
- Start stronger prospect conversations
- Create a measurable advisory service
- Align specialist teams around one roadmap
- Report progress with evidence
Frequently asked questions
Can agencies use Fihrist for multiple clients?
The product is designed around separate brand and competitor contexts so client work can be managed independently.
Does Fihrist replace agency expertise?
No. It provides measurement and evidence; the agency adds market knowledge, strategy, execution, and client judgment.
Can findings be presented to clients?
Yes. The reporting experience is designed to make the evidence and next actions understandable to stakeholders.
See where your brand stands in AI answers.
Request early access. We will help you define the market, competitors, and buyer questions worth measuring.
Request early access