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Jev for Agencies: Sell Verdicts, Not Hours
AI for agencies: turn audits and client reporting automation into priced verdicts with Jev, with builder-reported receipts and client guardrails.
The agency model has a quiet problem: a lot of billable hours are spent reading. Reading competitor ads, reading a client's 4,000 product pages, reading last month's campaign replies, reading the dashboard to write the report about the dashboard. The reading is necessary. It's also exactly the part AI for agencies can now do at close to zero cost, which forces the uncomfortable question: if the reading is free, what are you selling?
The answer this page argues for: sell the verdict, not the hours. Jev, TypeSafe AI's decision model, answers closed questions at scale; the agency's value moves to choosing the right questions and owning what the answers mean.
The receipt that breaks the timesheet
The flagship build: Matthew Berman ran 724 live ads from 37 brands through Jev in about 40 seconds for roughly nine cents, pulling the hook, format, offer, call to action, awareness stage, and any landing-page mismatch for each ad (build, as reported).
A competitive teardown of that scope used to be a multi-week engagement. The honest agency reaction isn't panic; it's repricing. The 40 seconds is not the deliverable. The deliverable is knowing that "awareness stage" and "landing-page mismatch" were the right columns, and what the client should do about the pattern in them.
Productized verdicts: what you actually sell
The marketers page covers what in-house teams do with these tools. Agencies have a different lever: they can turn a question battery into a product.
- The audit. A fixed battery run across a client's whole surface (every landing page, every ad, every email in a sequence), delivered as a scored table with the worst offenders flagged. Same questions every client, so benchmarks accumulate.
- The monthly re-run. The same battery next month becomes a trendline. That's a retainer with a reason to exist.
- The pre-publish gate. Client drafts run through the agency's house battery before they ship. The agency's standards, enforced on every draft, including the ones sent at 11 p.m.
There's early evidence the economics hold outside ads. Ryze AI's agents audit and fix clients' SEO and GEO with Jev, and the builder says it cut the price of those fixes by 90% (the audit-and-fix runs used to cost about $250) (build, as reported). Lead work fits too: one builder scored 700 leads and their outreach messages in 40 seconds for $0.09 (build, as reported).
Client reporting automation, with the judgment left in
Client reporting automation usually means a dashboard screenshot with a paragraph of filler. The verdict version is sharper: run questions over the month's actual material (did each campaign reply signal buying intent, did each published post meet the brief, which ads drifted from the approved messaging) and report the counts and the examples.
The split matters here. Jev decides; it doesn't write. The narrative in the report comes from a strategist, or from a chat model drafting and a strategist editing. What the client pays for is the paragraph that says "here's what we'll change," and that paragraph needs a person who knows the account.
AI for agencies: the guardrails clients will ask about
An agency running a client's material through any model inherits the client's questions:
- Data handling. Know what you're sending and where. Minimize to the fields the question needs, check the vendor terms at docs.typesafe.ai, and put the answer in your MSA before the client asks. The security and privacy page is a starting checklist.
- Receipts. Log the question, the version, the probability, and the input for every verdict that ends up in a deliverable, per verdict logging. When a client disputes a score, you show the work.
- No outcome promises. A verdict that an ad "leads with fear" is a reading, not a forecast of ROAS. Sell the audit, not a guaranteed lift.
- Humans on anything that spends money. Pausing campaigns, reallocating budget, or sending on a client's behalf never happens on a lone verdict.
Frequently asked questions
How can agencies use AI without undercutting their own fees?
Price the outcome and the expertise, not the hours of reading. A productized audit with a fixed battery and a monthly re-run is easier to sell than hours, and the verdicts make the work visible.
What does a verdict-based audit cost to run?
Builder-reported references: 724 ads for about $0.09 and 700 leads for $0.09, as reported. Run cost is a rounding error; see the cost table for more workloads.
Can Jev write client reports?
No; it answers closed questions and doesn't generate text. Use it to produce the numbers and examples, then have a strategist or a chat model write the narrative.
What should an agency tell clients about AI use?
What data goes where, which vendor processes it, and how verdicts are logged and reviewed. Put it in writing before the first run.
Where should an agency start?
Pick the audit you already sell most often, turn its checklist into closed questions, and run it on one client's past material you already know well. The getting-started guide covers the first afternoon.
Numbers throughout are as reported by the build authors, not verified by shipwithjev. Code-shaped examples are pseudocode; the official docs live at docs.typesafe.ai.