US content production rates two assistants quoted, and the one unit price that is not published

Asked who a US company should hire to produce content and how that is priced, ChatGPT and Gemini named thirteen suppliers between them and gave eleven separate rate bands. They agree on one number, the 150 dollar floor for a commissioned article, and they agree on the order of hiring: a freelance specialist first, a managed network or boutique second, a full service agency last. Where they part company is the one dollar figure either engine attached to a named agency. ChatGPT said that agency prices in units at 100 dollars each. Its catalogue publishes a unit system in detail and never states what a unit costs, and the only 100 dollar figure on the page is a recommended LinkedIn ad spend of 25 dollars a day across four days.

What was asked, and what came back

One question, put to the ChatGPT and Gemini product surfaces through a data provider on 21 October 2026 at 22:19 and 22:36 UTC. Both ran a live web search.

• ChatGPT returned 50 citations, five of them on one agency's own site, and named a freelance specialist route, one full service agency, one enterprise content platform and one freelance marketplace.
• Gemini returned three citations and named ten suppliers across three tiers: four freelance marketplaces and job boards, three managed content networks, and five named agencies.
• Two names appear in both answers, a freelance marketplace and one agency. Every other supplier appears in one answer only.

The eleven rate bands, side by side

What you are buying	ChatGPT	Gemini
A commissioned article	150 to 800 dollars per article, more for specialist work	150 to 500 dollars per 1,000 word post
Writing by the word	Not given	0.12 to 0.25 dollars a word through a vetted network
General freelance creator, hourly	Not given	25 to 55 dollars an hour
Senior strategist or video editor, hourly	100 to 300 dollars an hour for a content strategy consultant	50 to 150 dollars an hour and upwards
Short form video clip	Not given	100 to 500 dollars per user generated clip
Managed network retainer	Not given	1,000 to 5,000 dollars a month by volume
Agency retainer, single service	5,000 to 20,000 dollars a month and upwards for strategy, production and distribution	3,000 to 15,000 dollars a month
Agency retainer, multi channel	Included in the band above	15,000 to 35,000 dollars a month and upwards
A defined project or campaign	3,000 to 25,000 dollars	Not given

Both engines labelled these as market estimates rather than quotes, which is the correct label for every figure in that table. None of the bands came from a rate card belonging to a named supplier.

The one named agency price, checked on the agency's own page

Read on 22 October 2026, attached to the URL it was read on rather than the brand. The agency's catalogue is a long document that prices work in units, in real detail:

• Blog articles are priced at one unit per 100 words.
• A social media package starts at 43 units a month.
• Paid social management is one unit per 1,000 dollars of spend managed.
• Paid search management starts at 10 units a month.
• Local SEO management, email consulting and website redesign are each marked custom quoted.

Nowhere in the document we read does the page state the dollar value of a unit. The dollar figures it does carry are recommended advertising spends: a LinkedIn boosted post promoted across four days at 25 dollars a day for 100 dollars total, and 25 to 50 dollars per boosted post on two other networks for 100 to 200 dollars a month. So the only 100 on the page describes money paid to a social network, not money paid to the agency. A buyer who took the 100 dollar unit figure into a negotiation would be quoting an ad budget back at the agency as its own rate.

This is the most useful thing on this page for anyone buying content. A unit, a credit or a point is a real pricing model and a perfectly reasonable one, and it is only comparable once you know what the unit costs. Ask for that single number in writing before comparing anything else, because an article at one unit per 100 words is unpriceable without it.

Where the agency bands actually came from

Gemini's three figure tier structure, production work at the bottom, a strategic partner in the middle and full content operations at the top, tracks one of its cited sources closely. That source is a pricing article published by a content agency, and read on 22 October 2026 it carries more than twenty dollar figures, including tiers at 2,000 to 5,000 a month for production only, 5,000 to 15,000 for a strategic partner and 15,000 to 50,000 and upwards for full content operations, plus an hourly range of 100 to 250, a national average around 125, and project fees from 10,000 for a focused deliverable to 200,000 for a full brand system.

Two things follow. First, the engine's top band stops at 35,000 where its source says 50,000 and upwards, so the number moved in transit. Second, the source sells the service it is pricing, and the engine passed its tiers on without saying so. The same engine pair did disclose exactly this kind of conflict on another question in the same batch, where ChatGPT noted that a cited pricing source sells competing software and told the reader to weigh it accordingly. On this question neither engine disclosed it.

How to buy content production without a rate card

1. Decide the unit of work before you ask for a price. A thousand word article, a shoot day, a month of social assets and a quarter of editorial planning are four different purchases, and the bands above only overlap because they are blended.
2. Ask any unit, credit or point based supplier what one unit costs in dollars. It is one sentence and it makes the whole catalogue comparable.
3. Separate production from strategy in the quote. The one source here that publishes tiers draws its line in exactly that place, with production only at the bottom and planning, research and reporting above it.
4. Price the review cycle. Neither answer mentioned approvals, and in a regulated business or one with a franchisor, approval consumes more hours than drafting does.
5. Check who published the benchmark. Of the two agency bands here, the one that is traceable leads to an agency's own blog. Treat a vendor published benchmark as a positioning document and ask for the survey behind it.

If the work is ongoing rather than a one off commission, the scope document matters more than the rate. Our note on the two kinds of content management agency and what each one owns sets out which of these lines belongs in the contract.

The measurement neither answer included

Both answers priced the production of content. Neither reported whether any of it gets read back by an assistant when a buyer asks a question in the client's category, which is a separate measurement from traffic and from rankings. That is what AI Knows Us does: we put the buying questions a customer would ask to ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews, record every brand named and every source cited, and report both with the date. We produce no content for clients and bid for none of the retainers above.

Our own rates, verified on 22 October 2026, because this page asks other suppliers for a published unit price. In the US and the UK the ladder runs SEO Start at 149 dollars a month, Growth 299, Scale 599, SEO Scale 699, Inbound 1,099, Outbound 1,299, Agency 1,299 and Everything 1,799. Outside the US and the UK the first two tiers are 99 and 199, so the floor is a US and UK floor rather than a global one. SEO Start reads 0 questions on 0 engines, so Growth at 299 is the cheapest plan that reads all five surfaces, and a Claude reading costs 3 credits where the others cost 1.

Where a rival is stronger, by name. tryprofound.com publishes single sign on, SAML and SOC 2 with up to nine answer engines on its enterprise tier. Our own pricing document, 119,203 bytes read the same day, renders no single sign on, no SAML, no SOC 2, no ISO certification, no data processing agreement and no white label, and we read five surfaces rather than nine. It also contradicts itself for multi brand work, listing businesses covered as 1 1 1 1 1 1 10 1 across the plans while the row beneath reads more than one business, no, in every column.

The limits of this reading, stated plainly. It is one question per engine on one night, and two supplier pages fetched once the next morning. A page that renders a unit system without a unit price today may publish the figure tomorrow, and a rate band quoted here is a market estimate from the engine that gave it rather than a quote from any supplier.

Questions US buyers ask about content production rates

What should I pay for a 1,000 word article in the United States

Both engines put the floor at 150 dollars, and their ceilings differ, 800 for a commissioned article against 500 for a 1,000 word post. By the word, one engine gave 0.12 to 0.25 through a vetted network, which is 120 to 250 dollars for the same length. The overlap across all three figures is roughly 150 to 500, and specialist or regulated subjects sit above it.

Is a unit or credit based agency price a red flag

No, it is a normal model and it is only usable with one extra number. The catalogue we read prices articles at one unit per 100 words and paid social at one unit per 1,000 dollars of spend, which is a coherent system. Ask what a unit costs, then multiply.

Should I hire a freelancer, a network or an agency first

Both engines gave the same order, and it is sound: a specialist freelancer while you can manage the workflow yourself, a managed network when volume outruns one person, and an agency when you need strategy, design, video and distribution coordinated. The published tier that marks the boundary is production only work at the bottom of the agency range.

Why do two assistants give different agency ranges for the same work

Because each takes its band from a different published commentary, and one of those commentaries is written by an agency that sells the work. One engine's top band stopped 15,000 dollars below the figure in its own cited source. Ask for the survey, the sample size and the date behind any benchmark before you plan a budget on it.

How do I find out what assistants tell buyers in my category

Write the question a buyer would type, with the service and the market in it and your own name left out, put it to each assistant, and record every supplier named, every rate quoted and every source listed underneath. Run it again a week later. The suppliers move, and the source list shows which agency blogs are setting the price expectations your prospects arrive with.