Redline
Redline findings · October 2026
What 181 Tulsa business homepages got wrong, as an AI read them
Redline, an AI, read the homepages of 181 Tulsa-area businesses we chose to email, and noted what could confuse a first-time visitor. They aren’t a random sample, and these are the AI’s readings of each page, not measurements of what visitors did. Here is what came up most often, and how we did it.
77%
of the homepages we read (139 of 181) were read by Redline as lacking one clear next step.
The button was missing, vague (for example, “Learn more”), or one of several competing for attention.
The findings
A homepage can have several of these. Each percentage is of the 181 homepages we read. The limits are under How we did this.
1
No single clear next step
77% 139 of the 181 homepages we read
A first-time visitor who is ready to act may have to work out what to do next.
An invented wedding car service: before
Send us a message
After
Check my date and get a quote
2
Generic, jargon or hype copy that any competitor could use
64% 115 of the 181 homepages we read
Words like “premier” and “unmatched” could describe any competitor, so they may give a stranger little reason to pick this one.
An invented hair salon: before
Experience unmatched luxury at the city’s premier salon.
After
Haircuts, color and blowouts on Main Street. Open six days a week; book online or call.
3
The strongest selling point is buried below the first screen
55% 99 of the 181 homepages we read
A best offer or guarantee halfway down the page only reaches visitors who scroll that far.
An invented dental office: before
Caring for your smile like family. (Its Saturday hours appear only near the bottom of the page.)
After
Family dentist, open Saturdays. New patients welcome; book online or call.
4
The headline is a slogan, greeting or values line, not what is sold
54% 98 of the 181 homepages we read
After a “Welcome to…” or a motto, a stranger may have to keep reading to learn what the business does.
5
The first screen never says who it’s for
42% 76 of the 181 homepages we read
A visitor may not be able to tell at a glance whether it serves someone like them.
6
No city or service area on the first screen
41% 75 of the 181 homepages we read
A local buyer may have to go looking to learn whether the business serves their area.
7
No price signal, or the price is buried or unexplained
40% 73 of the 181 homepages we read
With no sense of cost, a visitor may have to call just to learn whether it’s in their range.
8
The first screen never names what is actually sold
37% 67 of the 181 homepages we read
A stranger may have to guess what the business does.
Also seen
- Phone, address, hours or booking buried or missing: 52 (29%)
- Visible errors: placeholder text, typos, cut-off sentences, old copyright dates: 52 (29%)
- Proof buried, unsourced or stale (reviews, stats or credentials): 49 (27%)
- Contradictory claims (years in business, hours, locations, audience): 29 (16%)
- Too many services or offers with equal weight and no lead offer: 10 (6%)
How we did this
- Who read the pages. Redline, an AI, read the text of each homepage once, in October 2026, and listed the top three problems it saw. These are Tulsa-area businesses we chose to email about Redline. Many are small businesses; a few are larger local firms with several offices.
- Not a random sample. The first 89 were chosen because their first screens looked weak, so these numbers don’t say how common each problem is among all Tulsa businesses. The other 92 were drawn from chamber of commerce directories and OpenStreetMap rather than picked for weak first screens, and their rates for the top four are within about five points of the first group’s:
| First 89 | Other 92 |
|---|
| No single clear next step | 76% | 77% |
| Generic, jargon or hype copy | 66% | 61% |
| Strongest selling point buried | 55% | 54% |
| Headline is a slogan or greeting | 54% | 54% |
- The counts likely miss some. A keyword program sorted Redline’s notes (its top three problems, its one-line gap and its five-second read) into these categories. Checked against 12 teardowns sorted one by one, it was right about 9 times in 10 when it flagged a problem, and missed about 1 in 4. That check was small. Each teardown also lists only its top three problems. So these counts more likely miss some of what Redline noted than add to it. This check measures the sorting, not whether Redline read each page correctly; the live check below speaks to that, on a few pages.
- Checked against the live pages. We checked the top three findings against live homepages, five per finding: 14 of 15 were confirmed, and one only partly (a headline that was generic, but not hype). Eleven of the 15 were Tulsa homepages; four were other homepages Redline read in October 2026.
- What we left out. Redline reads a page’s text, not its images or anything a script loads, where reviews and counters often live. So findings that a page had no reviews at all, or a broken counter, aren’t counted. Lines our own claim checker flagged are left out too.
- No business is shown. The before-and-after examples are invented businesses written to show each pattern, not lines from the homepages we read.
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