Your teams need support on AI strategy
Leadership wants a position on AI. Your teams know SEO, content and paid — how a model chooses whom to cite is new. They move fast, and every call is made on unfamiliar ground.
professional services · companies
Move on AI without standing up an AI team.
Strategic advice, execution of the workstreams, or a hard deadline: you set how involved we are, we hold the pace.
what is changing now
Traffic from AI assistants has quadrupled in a year. And it converts better.
+393 %
Year-on-year growth of traffic from AI assistants to US retail sites, Q1 2026.
+42 %
Conversion rate of AI-referred traffic vs classic traffic, March 2026. A year earlier it converted 38% worse.
66 %
Machine-readability score of product pages — the weakest on the site, far behind customer-service pages.
Source: Adobe Analytics, March 2026. Observed on US ecommerce sites.
when we step in
Clarify a decision. Strengthen a team. Hit a date.
You need operational help on the work to run
The diagnosis exists, the workstreams are listed, and they wait. Rewriting two hundred product pages, structuring data, producing authoritative content: your teams know how; their calendar says otherwise.
A key moment is coming and your AI presence must be ready
A launch, a season, a trade show, a rebuild. On that date someone will ask ChatGPT which brand to pick in your category. What comes out that day is built now: engines take weeks to absorb what you publish.
what our teams add
The platform produces the measurement. Our teams turn it into decisions.
Platform access is included in the engagement. What follows is extra.
Expert readout
You know where to start
The platform produces the full diagnosis. We extract the three or four gaps that matter in your market, explain what produces them, and rank them. You get a prioritised readout you can take into a meeting.
Costed workstream plan
Your committee decides in one meeting
The roadmap becomes a plan in the format of your forums: effort, owner and expected gain per line. We present it when the decision needs to be carried.
Followed execution
Workstreams leave the backlog
Page rewrites, product structuring for buying agents, technical fixes, content production — by us, your teams, or your vendors. Quarterly remeasurement shows what each workstream produced.
Your media agency, SEO partner and editorial team keep their ground. We produce the diagnosis and the order of attack; execution is split as you decide.
the sequence
Frame. Analyse. Steer.
01
Framing
A working session to set scope: brands, markets, competitors, questions your buyers actually ask AI. We arrive with the hundredth analysis in mind, so your teams decide with a comparison point.
02
Analysis
The scope is run across eight engines, then an expert readout with your teams. Document delivered in 7 days. We join committee when the decision must be carried to leadership.
03
Recommendation
The workstream plan, ranked by impact and costed. When a deadline approaches, we prioritise what can still move by that date and concentrate effort there.
04
Execution and remeasurement
We take the workstreams, or the share you give us. We work with your existing vendors. Quarterly remeasurement, or before the deadline when there is one.
engagement models
You choose who holds the wheel.
Advisory
We frame the scope, train your teams and decide with them. Your teams produce and execute.
Hybrid
We produce the readout and the plan; your teams execute. The most common model.
Fully managed
We take the full chain, from framing to execution follow-up.
These three models are how the Enterprise plan is delivered. Platform access is included; the rest is sized after framing, on the real scope. Starter and Growth stay self-serve for teams that run the tool themselves. See pricing →
what our expertise rests on
« Highly relevant support on an emerging but already strategic topic. ResonanceMetrics gave us a first clear, concrete picture of how LLMs see our brand, offer and site. We especially valued the team's availability, responsiveness and professionalism. »
100+
GEO and APO analyses delivered
8
engines tracked — ChatGPT, Claude, Gemini, Perplexity, AI Overviews, Copilot, Grok, DeepSeek
1/qtr
remeasurement per quarter, on the same scope
D+7
first readout
Engagements led by ResonanceMetrics founders, in agencies and directly.
Antoine Heftler — Co-founder, strategy.
Twenty-five years with international agencies: Carat, Ogilvy on Lenovo and IBM, then VP Generative AI at Angie on L'Oréal and Airbus.
David Raux — Co-founder, product and engineering.
Multi-engine measurement architecture, technical audit, product data structuring.
contact
Get a readout of your brand.
Tell us where you stand. We deliver a first readout within seven days, and we tell you what we can produce next.
What we are asked most often.
frequently asked questions
How does this sit versus Starter and Growth?
Professional services are the Enterprise plan. Platform access is included. Starter and Growth are for teams that run the tool themselves.
Who does the work?
Engagements are led by the two founders, with specialists they bring in per workstream. The person who frames the work is the one who presents in committee.
Who owns deliverables and data?
You do. Analyses, plans and data remain yours, and you keep access to the data after the engagement.
Do you work with our existing vendors?
That is the most common case. We produce the diagnosis and the order of attack; they execute on their usual scope.
How does the engagement end?
Work is activated per project or in an annual framework. When it ends, you keep the platform, the deliverables and the measurement history.