Tano Raises $4M Seed to Push Influencer Marketing Into Software Buying

Tano has raised a $4 million seed round led by Cherry Ventures, bringing the creator-founded influencer platform's total funding to $5 million, the company told Business Insider. Earlier backing came from Seedcamp and The Players Fund.

The UK-based company, founded in 2025 by Will Caplan and Sagar Shah — both part-time creators — pairs AI agents with human creator strategists. According to Tano, its agents scan a database of more than 280 million creator profiles, listening to audio and analyzing comment-section sentiment to vet and recommend creators for brand campaigns.

For affiliate and performance marketers, the interesting part is the pricing and attribution mechanics. Tano generally charges brands per creator post that goes live, or takes a share of affiliate revenue; some larger clients prefer a flat fee. That places it directly alongside affiliate networks, influencer agencies, and creator marketing software platforms such as CreatorIQ and Aspire. In effect, Tano is competing on both the SaaS and the rev-share sides of the market at once.

How does the platform actually work?

The agents handle creator communication end to end — recruitment through contracts and payments. The platform tracks when posts go live and whether they drive actions such as website clicks or sales, then suggests the best-performing posts for brands to boost with paid advertising.

That performance data feeds back into Tano's recommendation algorithm in what the company calls a "recursive loop," similar to how Meta's ad platform optimizes delivery. It's a closed-loop model that CPA and rev-share buyers will recognize: conversion signal in, better creator selection out.

Caplan, who runs a tech and science-focused TikTok account, laid out the ambition plainly: "A brand should be able to come to a creator advertising platform and allocate their budget and the intent, and then they should be able to return, just like you go onto Meta, and put in your budget. You put in your campaign objective, and Meta does all the messy work behind the scenes, and then gives you a return."

The new capital is earmarked for compute and for growing the engineering and creator strategist teams, Caplan said.

What results does the company claim?

Tano's pitch deck frames new ad channels as moving through three stages: bought by hand, bought via agencies, and bought through software. It describes influencer marketing as "stuck at stage two."

Two figures anchor the deck's claims. Tano says its agents communicate with more than 5,000 creators a month. And one consumer goods client, per the company, ran a creator program that required "25 times fewer hours than doing it by hand." Both numbers are vendor assertions, not independently audited results — the client isn't named, and there's no sample size beyond that single program.

Still, the client roster gives the claims some weight. Tano has worked with Unilever, HelloFresh, Lovable, Skin+Me, and Bloom & Wild — a mix of CPG, DTC skincare, and subscription brands that typically run creator campaigns on per-post, affiliate, and hybrid terms.

What should buyers watch?

The mechanism to interrogate here is the feedback loop. If post-boosting recommendations and creator rankings both run on Tano's own conversion data, brands are optimizing inside a closed system — the same trade-off performance marketers already accept with Meta and Google, but with far less external verification of the underlying attribution.

The 25x labor claim also needs context. Cutting 25 hours of coordination to one means little if the cost model shifts to per-post fees or revenue share without a matching lift in conversion. Buyers comparing Tano against an agency retainer or an affiliate network payout will want the EPC and effective cost-per-creator numbers, which the company hasn't published.

Caplan's framing — budget in, return out, "just like Meta" — signals where Tano wants this to go: performance-bought creator media rather than relationship-managed sponsorships. The $4 million buys compute and headcount to push that loop further; whether the recursive model scales past 5,000 monthly creator conversations will be the number to watch.