Score Your Affiliates by What They Publish, Not What They Promise
A signed compliance clause is a promise. A rendered page is a fact.
The promise and the page rarely match
Every affiliate program runs on promises. The partner signs an agreement that says they will follow the advertising rules, disclose terms, target only licensed markets, and avoid prohibited claims. Then they go and build whatever ranks. The gap between what a partner promised at signup and what they actually publish six months later is where almost every affiliate enforcement problem is born.
This matters more than it used to because regulators across regulated markets now hold the operator strictly liable for the whole marketing chain. The affiliate makes the page, the operator inherits the enforcement notice. Under that doctrine, a clause in a contract is close to worthless as a defense. What protects the program is knowing, continuously, what each partner is really putting in front of players.
What "scoring by output" actually means
Scoring affiliates on their published footprint rather than their paperwork turns risk management from a one-time gate into a living signal. The score is built from what is observable in public.
- Claims and tone. Does the partner lean on prohibited language like 'risk-free' or 'guaranteed', visible on the page or spoken in a video?
- Disclosure discipline. Are bonus terms and responsible-gambling messaging actually present and visible at the point of offer, not buried?
- Geo behavior. Is the partner reaching markets you are not licensed in?
- Co-listing. Does the page also promote unlicensed or offshore brands next to yours?
- Change rate. How often does the partner swap offers, banners, and creative without telling you?
Why this is a visual problem, not a text problem
A partner's real risk lives in the rendered page, not the HTML. A keyword crawler that searches source code for banned words cannot tell you:
- Whether a 'guaranteed win' claim is baked into a banner image where no text scanner reads it
- Whether the bonus terms are present in the page source but hidden below the fold or behind a click
- Whether a prohibited bet market sits inside an odds-table screenshot
- Whether the imagery or talent in a video appeals to under-18s
A score built on text alone is a score built on the small part of the page a machine could read, not the part a player actually sees.
Make the score actionable
A score is only useful if it changes what you do. Tie bands to clear actions: low-risk partners earn lighter-touch review and faster approvals, mid-risk partners get scheduled re-checks, and high-risk partners are held for human review before any traffic flows. The point is to route attention by risk rather than treat every partner identically. A partner whose score climbs, because they added a market, changed creative, or started co-listing other brands, should automatically pull more scrutiny without anyone remembering to look. The score becomes the dial that decides where your finite review capacity is spent this week.
Where kaspero fits
kaspero scores partners on what they publish, not what they pledged. It renders each affiliate page, post, and video the way a player sees it, from inside the target geo, and reasons over the imagery, layout, on-screen text, and audio against the specific rulebook for that market. Because it is agentic and works on public data with nothing to install, you can also just ask it about any partner on demand, and every finding arrives with the geo, the rule, and a timestamped screenshot or frame, so a risk score is backed by evidence rather than assertion.
Three moves worth running this week
- Pull your top 20 partners by traffic and look at the live rendered pages, not the URLs in your tracker. Note how many you have not personally seen in the last quarter.
- Pick one partner and check a video, not just their website. Listen for spoken claims and watch for child-appeal imagery a text check would miss.
- Rank partners by change frequency. The ones that swap creative weekly are your highest-drift risk and deserve the most scrutiny.
The takeaway
Stop grading affiliates on the promises they made and start grading them on the pages they publish, because the regulator is grading you on exactly that.