We Tested 20 Charlotte Marketing Agency Websites for AI Search Readiness (2026)

Perry Lam · FounderPublished Updated

Charlotte marketing agency websites are mostly open to AI search crawlers, but not entirely: as of October 15, 2026, 17 of the 20 agency homepages we measured let every major AI crawler in, 3 of 20 still return an error to OAI-SearchBot, the crawler that decides whether a site appears in ChatGPT search, and none block anything in robots.txt.

October 2026 update

We re-measured the same 20 homepages on October 15, 2026, with the same scripts and user agents. Two agencies that had returned HTTP 400 to GPTBot now serve it, so server-side refusals fell from 5 of 20 to 3 of 20. The three homepages refusing OAI-SearchBot in September still refuse it.

Same 20 Charlotte-area agency homepages, measured September 3 and October 15, 2026 (Mirastart excluded)
MeasureSept 3Oct 15
Serves HTTP 200 to all six crawler user agents15 of 2017 of 20
Returns an error to OAI-SearchBot3 of 203 of 20
Fetchable as GPTBot16 of 2018 of 20
First-100-words test: pass4 of 165 of 18
Median extractability score5151.5
Person node in homepage JSON-LD4 of 205 of 20
Title contains "Charlotte"12 of 2011 of 20

Structure barely moved: of the 16 homepages scored both times, none changed by more than 4 points. The fifth first-100-words pass is CGR Creative, scored for the first time now that its server answers GPTBot.

The headline findings

Twenty Charlotte-area agency homepages, measured on October 15, 2026, produced these numbers: 0 of 20 restrict an AI crawler in robots.txt, 3 of 20 refuse at least one AI crawler at the server, 18 of 18 fetchable homepages deliver real text in raw HTML, 19 of 20 carry JSON-LD, and 5 of 18 pass the first-100-words test.

Aggregate results, 20 Charlotte-area agency homepages, measured October 15, 2026 (Mirastart excluded)
MeasureCountWhat it means
robots.txt allows all six AI crawlers20 of 20Nobody opts out on paper
Serves HTTP 200 to all six crawler user agents17 of 20Access is lost at the server
Returns an error to OAI-SearchBot3 of 20Ineligible for ChatGPT search answers
Raw HTML under 500 words as GPTBot0 of 18No empty JavaScript shells
First-100-words test: pass5 of 18Most open with a tagline, not an answer
JSON-LD present19 of 20Near-universal; not required for AI features
Named founder or Person node, homepage or /about10 of 20Hand check, September

Who blocks which crawler

Nobody in the sample blocks an AI crawler in robots.txt: all 20 files let the six crawlers fetch the homepage. Access is lost one layer down. Three of 20 homepages return HTTP 403 to at least one crawler's documented user agent while serving 200 to a browser, down from five in September.

Two of the three refuse all six user agents; one refuses OAI-SearchBot, ClaudeBot and Claude-SearchBot but serves GPTBot. The two that dropped off the list had refused only GPTBot, the training crawler, while serving every search crawler. That is the separation OpenAI's crawler documentation describes: "Sites that are opted out of OAI-SearchBot will not be shown in ChatGPT search answers, though can still appear as navigational links."

Three agencies wrote deliberate rules: Overtop Media, Knowmad Digital Marketing and Idea Forge Studios name the AI crawlers in robots.txt and allow them. The other 17 files allow everything by default.

What an AI crawler actually sees

Every homepage we could fetch as GPTBot delivers its text in raw HTML. Across the 18 fetchable homepages the median is 1,150 words, the range is 538 to 5,697, and none falls under 500 words, the region where a client-rendered page starts to look empty to a crawler that does not run JavaScript.

That matters because, per Lantern's analysis updated in June 2026, no major AI crawler renders JavaScript. Med Rank Interactive and Overtop Media exceed 5,000 words of raw text on both dates.

Per-agency measurements, homepages only, October 15, 2026. Crawlers allowed = served HTTP 200 under the crawler's documented user agent and permitted by robots.txt.
AgencyRaw-HTML words as GPTBotAI crawlers allowedJSON-LDTitle has "Charlotte"
Crimson Park Digital6156 of 6yesno
Premier Marketing2,1916 of 6yesno
The Social Rook1,2066 of 6yesyes
Epic Notion7143 of 6yesyes
Pinckney Harmon6176 of 6yesyes
Yellow Duck Marketing1,0356 of 6yesyes
WiT Group1,0946 of 6yesno
Southline Digitaln/a (HTTP 403)0 of 6yesno
Med Rank Interactive5,6976 of 6yesyes
Overtop Media5,3226 of 6yesyes
LAIRE9386 of 6nono
Knowmad Digital Marketing1,4466 of 6yesno
CGR Creative5386 of 6yesno
The Branding Agency1,6886 of 6yesyes
Kashmer Interactive9066 of 6yesno
Idea Forge Studios1,4026 of 6yesyes
GoBeyond SEOn/a (HTTP 403)0 of 6yesyes
IMCG Creative8906 of 6yesyes
3Bug Media1,2296 of 6yesno
Organic Clicks2,3156 of 6yesyes
Mirastart (author, not ranked)2,4466 of 6yesyes

Structure and the first 100 words

Structure is where the sample is weakest. On the extractability script, which grades a page the way AI retrieval reads it, the 18 scored homepages have a median of 51.5 out of 100 and a range of 29 to 88. Only 5 of 18 pass the first-100-words check; 8 are partial and 5 fail.

The check asks whether the first 100 words of body text contain a definition or a sentence on the page's own topic, plus a number, without a pronoun opener. Surfer's June 2026 analysis of 100,000 citation placements across 10,000 AI Overviews found 38% of citations come from those words. Med Rank Interactive scored 88; Kashmer Interactive, The Social Rook, Organic Clicks and CGR Creative also pass.

Schema, titles and canonicals

Structured data is nearly universal and mostly generic: 19 of 20 homepages carry JSON-LD, 16 declare an Organization or Corporation, 7 a LocalBusiness or ProfessionalService, 2 a FAQPage, and 5 a Person node anywhere in the graph. Google's guide is explicit: "Structured data isn't required for generative AI search, and there's no special schema.org markup you need to add."

Titles run long: the median tag is 64 characters, 13 of 20 exceed 60, and 11 of 20 contain the word Charlotte. Canonicals are clean on 19 of 20; one points at a different hostname, as it did in September.

What this means if you are choosing a Charlotte agency

Ask any agency to fetch its own homepage with the OAI-SearchBot user agent before you sign. An agency whose server turns that crawler away cannot be expected to know the rule for your site, and as of October 2026 the same 3 of 20 as six weeks earlier are in that position.

Read the numbers with care: a 403 to a user-agent string is often a hosting firewall's default, fixed in minutes once noticed, as two agencies here did between runs. Whether the agency will notice on your site is a question for the sales call.

Mirastart's own numbers

Mirastart's homepage, measured the same way on October 15: HTTP 200 to all six crawlers, a robots.txt that names and allows all six, 2,446 words of raw HTML as GPTBot, an extractability score of 94 with a first-100-words pass, JSON-LD including a Person node for the founder, and a 57-character title containing Charlotte.

In September the same homepage scored 65 and carried no Person node; it has been rebuilt since, and the founder's Person schema now sits on the homepage and the About page. Read the 94 with that disclosure: Mirastart wrote the scoring script, so the score measures how closely a page follows our own checklist.

Method

The study measured 21 homepages on September 3 and October 15, 2026, with stdlib Python scripts at one request per second, raw HTML only, no JavaScript rendering. The sample is 20 agencies with a Charlotte-area office, drawn from our two Charlotte agency lists and Expertise.com's Charlotte pages, plus Mirastart as a separately reported 21st row.

  • Word count: homepage fetched as GPTBot; script, style, noscript, template and SVG blocks removed; visible words counted.
  • Crawler access: robots.txt parsed with Python's urllib.robotparser for six tokens (no file counts as allowed), then the homepage fetched once under each vendor's documented user-agent string; non-200 responses re-checked once with 5-second gaps, and two October HTTP 429 rate limits that cleared on re-check count as served. Only the string was tested, not the crawlers' published IP ranges.
  • Structure: scripts/extractability.py scored the raw HTML and returned the first-100-words verdict; JSON-LD, title and canonical were read from the same HTML. The script was revised on September 10, so October's pages were also scored with the September 3 version: the two versions agree within 4 points on every homepage.
  • People: a Person node in JSON-LD or a visibly named founder on the homepage or the page at /about (then /about-us); a /about that redirected to the homepage or a blog post was recorded as unclear. This column was checked by hand in September and not re-verified in October, except for Mirastart's own row.
  • Limits: homepages only, two measurements per site six weeks apart. Clutch's Charlotte lists returned HTTP 403 and were not used; Expertise.com's pages were last updated September 1, 2026. Raw data: the October CSV (21 rows) and the September CSV, both linked under Sources.

Sources

  1. Raw data: the study's per-site measurements, October 15, 2026 (CSV, CC BY 4.0) - every October number in the tables above, one row per site
  2. Raw data: the first run, September 3, 2026 (CSV, CC BY 4.0) - the September column of the update table
  3. OpenAI, Overview of OpenAI Crawlers - Documents OAI-SearchBot (search), GPTBot (training), ChatGPT-User and OAI-AdsBot as separate robots.txt settings; source of the quoted sentence.
  4. Anthropic, Does Anthropic crawl data from the web, and how can site owners block the crawler? - Names ClaudeBot, Claude-User and Claude-SearchBot and states all three respect robots.txt.
  5. Apple, About Applebot - Published June 8, 2026. Applebot powers Spotlight, Siri and Safari search; Applebot-Extended is a training opt-out that does not crawl pages.
  6. Google Search Central, Optimizing your website for generative AI features on Google Search - Last updated July 10, 2026. Source of the quoted sentence on structured data.
  7. Surfer, Why Almost 40% of AI Citations Come from Your First 100 Words - 100,000 citation placements across 10,000 AI Overviews, data collected June 2, 2026: 38% of citations come from the first 100 words.
  8. Lantern, AI Crawlers Do Not Render JavaScript - Updated June 11, 2026. As of June 2026 none of the major AI crawlers execute JavaScript; GPTBot downloads JavaScript files about 11.5% of the time without running them.
  9. Expertise.com, Best SEO Agencies in Charlotte, NC - Last updated September 1, 2026; 17 agencies with addresses and websites, used to assemble the sample.
  10. Expertise.com, Best Digital Marketing Agencies in Charlotte, NC - Last updated September 1, 2026; 18 agencies, used to assemble the sample.
Questions

Charlotte marketing agencies AI search readiness, answered.

Is blocking GPTBot the same as blocking ChatGPT search?

No. OpenAI documents them as separate crawlers with separate robots.txt settings: GPTBot collects content for model training, and OAI-SearchBot decides whether a site is shown in ChatGPT search answers. A site can block GPTBot and stay eligible for search, and two homepages in this sample did exactly that in September. Blocking OAI-SearchBot is the one that removes you from the answers.

Does adding JSON-LD get a homepage cited by AI answers?

Not by itself. Google's guide says structured data is not required for its generative AI features, and 19 of 20 homepages in this sample already carry it, so it is not a differentiator here. Where it earns its place is entity clarity: a Person node for the founder and a LocalBusiness node with a real address help engines resolve who the agency is.

Can I run these checks on my own site?

Yes, with no tools beyond a terminal. Read your robots.txt, fetch your homepage with curl under the OAI-SearchBot user agent and confirm a 200, view the source and count the words that are not inside script tags, and read your first 100 words aloud. The CSV named in the Method section lists every column we measured, so the comparison is direct.

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