Head to head · checked 18 September 2026
AEO Masterclass: AI Search Beyond SEO vs Optimize Pages for AI Search with GEO/AEO
AEO Masterclass: AI Search Beyond SEO and Optimize Pages for AI Search with GEO/AEO both sell a one-off ticket, but only one has public ratings behind it. A carries a 4.6 of 5 from 42 ratings on Maven, evidence tier A, and ranks 13 of 45. B has no course-level rating on the pages we checked, sits at confidence low, and is listed without a rank on every hub it appears on. The evidence favours A for buyers who want live sessions, a published refund rule and dated feedback. B suits a self-directed intermediate who wants a cheaper on-demand set of assignments at $299 and does not need reviews to decide.
AEO Masterclass: AI Search Beyond SEO vs Optimize Pages for AI Search with GEO/AEO: side by side
| Attribute | AEO Masterclass: AI Search Beyond SEO | Optimize Pages for AI Search with GEO/AEO |
|---|---|---|
| Provider | Mostafa ElBermawy / NoGood | CXL |
| Instructor | Mostafa ElBermawy | Steve Toth |
| Format | Live cohort | Live cohort |
| Platform | Maven | CXL |
| Level | Unverified | Intermediate to advanced |
| Price | $499 one-off17 Sep 2026 | $299 one-off18 Sep 2026 |
| Price model | One-off | One-off |
| Price trend | One dated price17 Sep 2026 | One dated price18 Sep 2026 |
| Normalised monthly cost | $4217 Sep 2026 | $2518 Sep 2026 |
| Rating | 4.6 of 5 from 42 reviews on Maven17 Sep 2026 | No public rating18 Sep 2026 |
| Members or enrolled | Not published17 Sep 2026 | Not published18 Sep 2026 |
| GEO | Unverified17 Sep 2026 | Yes18 Sep 2026 |
| AEO | Yes17 Sep 2026 | Yes18 Sep 2026 |
| LLM citations | Yes17 Sep 2026 | Yes18 Sep 2026 |
| Entity SEO | Unverified17 Sep 2026 | Unverified18 Sep 2026 |
| AI visibility measurement | Yes17 Sep 2026 | Yes18 Sep 2026 |
| AI crawler access | Yes17 Sep 2026 | No18 Sep 2026 |
| Structured data | Unverified17 Sep 2026 | No18 Sep 2026 |
| Live support | Yes | No |
| Community | Yes | No |
| Certificate | Yes | Yes |
| Refund policy | Full refund through midpoint of course17 Sep 2026 | Not published |
| Transparency checks met | 4 of 7 | 3 of 7 |
| Composite score | 74.0 | 53.2 |
| Rank | 13 of 45 | 29 of 45 |
| Confidence, evidence tier | Medium, tier A | Low, tier C |
| Record checked | 17 Sep 2026 | 18 Sep 2026 |
Choose AEO Masterclass: AI Search Beyond SEO if
- You want scheduled live sessions and direct instructor access, with the next cohort on 2026-10-28 to 2026-10-29 (UTC).
- You want a refund rule in writing before paying: full refund through midpoint of course.
- You read ratings before buying and want 42 of them on one platform.
- You are newer to AI search and want a short, guided format of 4 lessons.
Choose Optimize Pages for AI Search with GEO/AEO if
- You want the lower ticket: $299 one-off against $499, or $24.92 against $41.58 normalised monthly.
- You already work at an intermediate-to-advanced level and prefer assignments to live calls.
- You want GEO covered explicitly, which B's page confirms and A's does not.
- You prefer on-demand video you can finish in an evening: 1.95 hours across 14 lessons.
Differences that matter
- A is a live cohort with two live sessions per cohort; B's current offer is on-demand with a waitlist and no visible next-session date.
- A costs $499 one-off, B costs $299 one-off, neither price has moved since the last check on 17 September 2026 and 18 September 2026.
- A has a course-level rating of 4.6 of 5 from 42 ratings; B has none on the pages reviewed.
- A publishes a refund policy; CXL's terms cover annual and team plans but state nothing standalone for this one-off course.
- Both advertise a certificate and neither names an accrediting body.
- A confirms AEO, LLM citations, measurement, links and off-page, crawler access plus brand mentions, while B confirms GEO, AEO, LLM citations, measurement, content for extraction and AI workflows, and its page answers no to local AI SEO, structured data and crawler access.
What reviewers say
For A, reviewers praise practical tools, depth and the instructor's track record, and say it works for people new to AEO. The recurring criticism is pace: one dated review reports a fast speaker, thin question time and a slide deck still pending. For B, public discussion is thin and positive, describing hands-on assignments and instructor access, with no substantial criticism visible as of 18 September 2026. Note that CXL's own roundup places B first and calls it best overall, and A's instructor places A first in his own GEO list. Both are self-rankings.
Price history
AEO Masterclass: AI Search Beyond SEO
Current $499 one-off (checked 17 Sep 2026).
Optimize Pages for AI Search with GEO/AEO
Current $299 one-off (checked 18 Sep 2026). 2 dated observations, trend unchanged.
| Date | Amount | Note | Seen |
|---|---|---|---|
| 30 Aug 2026 | $599 | Independent comparison listed a $599 cohort price; not a Wayback snapshot. | 18 Sep 2026 |
| 18 Sep 2026 | $299 | Current on-demand price. | 18 Sep 2026 |
Frequently asked questions
Which one is ranked higher, and why?
A ranks 13 of 45 with a composite of 74; B ranks 29 with 53.2. The gap is mostly evidence, not teaching. A has dated ratings and a published refund rule. B's satisfaction dimension has no public evidence to score.
Is B worth it without any public rating?
Possibly, if you trust the curriculum on its own terms. B publishes its module and lesson counts, and the assignments are documented. A low confidence label means we cannot rank it against rated programs, not that it teaches badly.
Does either cover GEO properly?
B's page confirms GEO. A's page confirms AEO and citation work, covers measurement, and leaves GEO unverified as of 17 September 2026. Across the directory, 27 of 45 programs confirm GEO teaching.
What about certificates?
Both issue one, and neither names an accrediting body. That matches the wider set: 0 of 27 certificate-issuing programs name an accreditor. Treat the certificate as proof of attendance.
How do the prices compare to the rest of the directory?
The median one-off price is $337.97 across 13 programs. B sits below that at $299; A sits above at $499. Neither price has changed since the last check.
Rubric v1, dataset 2026-09-21.33d7fb, observation cutoff 21 September 2026. The score measures public evidence about a program (what is published, what learners say, how current it is), not teaching quality. Every pair: AI SEO courses head to head. Method: AI SEO course scoring methodology. Prices in context: AI SEO course cost.