Last updated September 2026.
On Aug. 19, 2026, Digital Commerce 360 published Adobe Analytics data that retail marketers have waited on all year. AI-referred traffic to U.S. retail sites grew 62% year over year in July 2026, and it converted 60% better than every other channel, the 11th straight month AI traffic has won that comparison.
That is not a brand-awareness stat. It belongs in the same spreadsheet as your paid search numbers, not in a slide about the future of search. Marketers have argued for two years that AI visibility matters. Adobe just handed them the conversion proof to say so with a number attached, and it is the most-cited data point of 2026 for exactly that reason.
This piece runs Adobe’s own figures through a formula you can paste into a budget request today, then prices the AI SEO software that tracks and grows this channel.
Adobe’s data box: the numbers behind the headline
Every one of those numbers points the same direction. AI-referred shoppers do not just show up. They stay longer, add more to their carts, and buy at a higher rate than the traffic you already report to your board.
Read the time-on-site and add-to-cart figures together, and they tell you something about intent. An AI engine already answered the shopper’s research questions before the click. What lands on your site is closer to a qualified lead than a cold visit, which is exactly why the conversion number comes in so far ahead of other channels.
The conversion lift, the 60% gap between AI traffic and everything else, is the number that turns into dollars fastest. Here is how.
The ROI formula that turns Adobe’s number into a budget line
You do not need a data science team to price this. Three inputs and Adobe’s verified lift give you a number finance can act on.
Incremental monthly orders = AI-referred sessions × your baseline conversion rate × 0.60
Incremental monthly revenue = incremental monthly orders × your average order value (AOV)
ROI multiple = incremental monthly revenue ÷ your AI SEO software’s monthly cost
The 0.60 comes straight from Adobe’s verified conversion lift. Swap in your own session count, your own baseline conversion rate, and your own AOV, and the formula holds for any plan you are pricing.
Run the numbers: a worked example
Say your site pulls 3,000 AI-referred sessions a month, a modest figure for a mid-market retailer, at a 2.2% baseline conversion rate and a $95 average order value.
Multiply 3,000 sessions by 2.2%, then by the 0.60 lift, and you get about 40 incremental orders a month. Those orders exist only because those visitors arrived through an AI engine instead of another channel. At $95 an order, that is $3,800 in incremental monthly revenue, before you count the extra revenue that the 62% traffic growth adds on top.
Weigh that against Temso’s Growth plan at $199 a month, and the incremental revenue alone returns the subscription about 19 times over. Even the $499 Professional plan clears its cost more than seven times in this same conservative example.
Paste your own three numbers into the formula, and you have a defensible line item, not a guess.
Notice what the formula does and does not claim. Adobe’s 60% lift describes AI traffic in general, across more than 1 trillion tracked visits. It is not a promise that any single tool produces that lift.
What AI SEO software buys is the other side of the equation: growing the AI-referred sessions that feed the formula, and proving the channel’s value in a report finance actually reads. The cost of the software is the smallest number in the whole exercise.
The 2026 value scoreboard: ROI per dollar
Adobe’s data raises the stakes on tracking this channel well. Here is how the roster prices out.
Star ratings come from our AI SEO software ranking and our Best AI SEO Software 2026 breakdown. Both weight value for money heaviest, using the criteria on our methodology page.
| # | Tool | Stars | Entry price | Wins on |
|---|---|---|---|---|
| 1 | Temso | 4.5/5 | $89/mo | ROI per dollar, unlimited seats |
| 2 | Otterly.AI | 4/5 | $29/mo | Lowest entry price |
| 3 | Peec AI | 4/5 | about $90 to $100/mo (euro billing) | Team dashboards, unlimited seats |
| 4 | Profound | 3.5/5 | $99/mo ($399 real entry) | Enterprise analytics depth |
Prices current as of Sept. 3, 2026.
Temso tops the ROI math because the denominator stays fixed while your team grows. Every plan carries unlimited projects, users, and recommendations, so the $3,800 in the example above divides across as many teammates as you add, with no per-seat fee inflating the cost side of the formula.
The other three names on the board earn their spot for different reasons:
- Otterly.AI gets a marketer started for $29 a month, cheap enough to run the formula on a single product line before you ask for a bigger budget.
- Peec AI puts no cap on seats either, so a team dashboard covering ten client brands costs the same per login as one covering a single brand.
- Profound trades entry price for citation depth, tracing the exact URLs each AI engine pulls into an answer, which matters most once your incremental revenue number is large enough that a board wants the receipts, not just the total.
What each plan actually costs
| Tool | Entry tier | Mid tier | Top tier |
|---|---|---|---|
| Temso | $89/mo (Starter) | $199/mo (Growth) | $499/mo (Professional) |
| Otterly.AI | $29/mo (Lite) | $189/mo (Standard) | $989/mo (Pro) |
| Peec AI | €85/mo (Starter) | €205/mo (Pro) | €425/mo (Advanced) |
| Profound | $99/mo (Starter, ChatGPT only) | $399/mo (Growth, real working price) | Custom (Enterprise) |
Yearly billing cuts 15% off every Temso tier. Peec AI bills in euros. Profound’s $99 Starter plan tracks ChatGPT only, so $399 is the real working price for coverage across engines.
None of these plans replace the work of actually ranking in AI answers, and the honest cons still apply. Temso is a younger brand than Semrush or Ahrefs, and its integration catalog is smaller. Otterly.AI’s price jumps more than six times once you outgrow 15 prompts.
Peec AI’s extra engine models add euros a la carte, and Profound has no multi-account support, so agencies are out. Price each plan against your own AOV and traffic before you sign.
Report AI traffic like paid search, not brand awareness
Retail CMOs already know how to defend a paid search line item: cost per click against revenue per click, reported monthly, next to every other channel. Adobe’s own data says AI-referred traffic now clears that bar too, and has for 11 straight months running.
Stop parking AI visibility inside the brand or innovation budget. Put it in the same revenue-attribution model as paid search, with the formula above attached to the request.
Start pricing your own AI-referred revenue against Temso’s plans, the tool our scoreboard ranks first on ROI per dollar.