wani-wani

Wani Wani (competitor)

Alias / mishearing: Granola transcripts render “Wani Wani” as “One-E-One” / “1e1”, and (2026-07-03) “Wany” / “Sparkman” — same company. Site: waniwani.ai. Beware conflation with alpic in transcripts — both are French-rooted; the insurance/Hexa/flow-template tells are Wani Wani.

Current truth

• AI-distribution startup, 4-person founding team, San Francisco–headquartered (offices in NYC + Paris; primary market = US), French-rooted (built out of venture studio Hexa; HEC network per the call). Founders: Robin Diligent (CEO), Maxime Antoine (CTO), Raphael Vullierme (Chairman), Luiza Gusmao. (The 06-15 call read them as a French “team of 3” raising “European money, not US smart money” — corrected: SF-based and US-focused.)
• Headcount scaling fast (LinkedIn, 2026-06-23): ~10–11 people now list Wani Wani — recent hires incl. a cofounder/chief-growth, head of sales, founding engineer(s), a PM, and freelance tech. They executed most of the work as a 2–3-person team through the Paris-era (~early 2026) and only recently hired up; some names may be brand-new or list it as a secondary role. Still cited internally as the benchmark for small-team execution.
• Funding (verified — waniwani.ai blog, announced 2026-06-15): raised “$8 million in seed funding,” led by Seedcamp, with Redstone, Zone II Ventures, Plug & Play, OPRTRs Club, Kima Ventures + unnamed angels. Valuation not disclosed — the call’s ”~€100M” is unverified founder-speculation, not in the announcement. It is a seed round, not the later-stage raise the call assumed.
• Revenue claim (verified, blog): “on track to reach several million dollars of revenue in its first year.” ⚠️ This corrects the ~$65M ARR figure from the call — that was a mishearing/overstatement; the real number is single-digit millions.
• Site (waniwani.ai, scraped 2026-06-16): tagline “Make AI your #1 distribution channel.” Positioning = a platform to build AI-native storefronts across the major LLMs and monitor/optimize them — somewhat more platform/monitoring-flavoured than a pure build agency, though still done-for-you.
• Offering (per site): AI storefront creation + deployment across ChatGPT, Claude, Gemini; top-of-funnel monitoring via synthetic buyer testing; AI-app analytics / performance tracking; compliance & regulation monitoring; integration + maintenance. (The call also attributed website chat, WhatsApp and voice to them — not seen on the homepage.)
• Public SDK shipped (discussed 2026-07-03): a fully-documented open SDK — MCP-server templates for distribution/conversion funnels + a composable flow engine, integrated with their analytics. Read internally as their onboarding/marketing funnel (self-builders land on their analytics). Elliot rates the docs “months of work”; Vincent rates the tech replicable-once-patterns-proven. See Timeline for our counter-position (no open-source SDK from us now).
• Customers / partners: Tuio (insurance) — Wani Wani powered “the first AI app to unlock quoting inside ChatGPT”; Deloitte distribution/integration partnership; homepage logos skew insurance/finance (AXA, Nationwide, Progressive, Oscar Health, iSalud, Sidecare, Lassie, Simplis, Flitter, Xfinity, Bpifrance); clients cited across Europe, LatAm, Middle East, Korea, Australia. ⚠️ Named clients contradict the call’s “they list no clients.”

Positioning vs us

• Their bet is one step removed (build the storefronts/apps — but does anyone use them?). Ours is two steps removed (the apps plus an optimization/distribution channel to compete on) — naturally later-stage and harder to raise on today, but more defensible (data moat, platform-native, optimization-led). See product-thesis. Note they’re now well-capitalised ($8M seed) and US-positioned.
• They notably also “create the market” well — useful given we face the same new-category problem.

What we take from them (the packaging lesson)

• Packaging is the real lesson. Companies don’t want “a ChatGPT app built” — they want their AI-distribution problem solved end-to-end, and Wani Wani packages exactly that (tagline “Make AI your #1 distribution channel”). We can borrow the same shape (e.g. “Build your AI presence across ChatGPT, Claude and Gemini”).
• Named channels as the hook (ChatGPT / Claude / Gemini) is smart and replicable.
• Funnel thinking + monitoring: diagnose what’s breaking, then build the SDK/flows (and synthetic-buyer monitoring) that make fixing it easy.
• Directly informs our own offering/packaging decision → 2026-06-15-offering-pricing-fundraise.

Open questions

• Valuation undisclosed — what did the $8M seed price at?
• Are the homepage logos paying customers, design partners, or pipeline? (The Deloitte tie is framed as a “partnership”; heavy insurance/finance skew.)
• Do their storefronts get real end-user traffic/usage, and how exactly do they monetize?

Timeline

• [2026-07-03] (internal discussion — Vincent + Elliot; both founders recorded the same ad-hoc call, ingested as one. Transcript garbles the name as “Wany”/“Sparkman”/once “Alpik” — content matches Wani Wani: distribution-funnel MCP templates, insurance-conversion focus, integrated analytics) They released a full public SDK with extensive documentation. Elliot read the entire docs (on the plane) and rates it months of well-thought-out work: MCP-server templates for distribution/conversion funnels plus a composable “flow engine” to tailor journeys per business, plugged into their analytics platform. Their strategy read [idea]: the open-source SDK is the onboarding/marketing funnel — prospects who Google “build it myself” find the SDK, then adopt the integrated analytics. Vincent’s counter-read [idea]: technically it’s smart MCP-server templates (reverse-engineered intent + tools tuned for conversion cycles), replicable by us once we’ve done ~10 client builds and the patterns are proven. Our stance set on the call: no open-source SDK now — full-service with the discoverability narrative (“build it yourself if you want, but you won’t get our knowledge injection / rank-#1 optimization”), premium pricing defensible; revisit an SDK only after templates are battle-tested. Vincent explicitly not worried about them taking Manpower-type enterprise clients; Elliot sees arguments both ways and notes the 15–30k SME build-price point is where the self-serve risk bites.
• [2026-06-25] (internal discussion — Vincent + Elliot; dual ad-hoc recordings ingested as one) Mid-way through the Alpic event debrief (see alpic) Elliot digressed into an Apify stalk of this team’s roster — the tells (insurance vertical traced to “this Rafael guy… part of Hexa… insurance background”; “Ronnie is CEO, co-founder CEO, he was at BCG”) match Wani Wani’s documented founders (Raphael Vullierme/Hexa; CEO ≈ Robin Diligent), not Alpic. New (unverified) detail [idea]: CEO ex-BCG. Elliot’s read: “they’re really strong… they’ve built a way of framing this no one else has — but it’s very specific, you have to want to book something.” Vincent’s product reaction: templated customer journeys are a valuable fast-follow — the easiest sell (skips the strategy phase, straight to something testable) vs an abstract “AI distribution” pitch.
• [2026-06-23] (internal discussion — Vincent + Elliot standup) Headcount check: LinkedIn now shows ~10–11 (up from a long-running 2–3-person team through the Paris-era) — recent hires incl. cofounder/chief-growth, head of sales, founding engineer(s), freelance tech, a PM (several likely new / secondary roles). Reaffirmed as the impressive small-team-execution benchmark. Their big bet = MCP distribution + a rigid, guided flow; Elliot to read all their docs (open question on whether the rigid-flow bet pays off).
• [2026-06-16] (web — waniwani.ai blog + homepage) Verified the raise. $8M seed (announced 2026-06-15), led by Seedcamp (+ Redstone, Zone II Ventures, Plug & Play, OPRTRs Club, Kima Ventures, angels; built out of Hexa studio); valuation undisclosed; “several million dollars of revenue in its first year” (not ~$65M ARR); SF-HQ (NYC + Paris offices), US-primary market; 4 named founders (Diligent/Antoine/Vullierme/Gusmao); Tuio = first ChatGPT insurance-quoting app, Deloitte partnership. Corrects the call’s “team of 3 / European money / ~$65M ARR / ~€100M valuation” reads. Confirmed real name is Wani Wani (Granola heard “One-E-One”); tagline “Make AI your #1 distribution channel.”
• [2026-06-15] (internal discussion — Vincent + Elliot retro) Reviewed after learning of their raise. Assessed as a well-packaged productized agency (“AI distribution as a service”) with (then) opaque fundamentals; took the packaging lesson (sell the whole distribution outcome, named-channel hook, funnel thinking). Framed our two-steps-removed bet vs their one-step bet. See agent-discovery-market and 2026-06-15-offering-pricing-fundraise.