AiSeoCourse Directory

Course record · Live cohort on Vendor academy · English

From SEO to AEO: Optimizing for AI-led Search

Provider: Jellyfish Training Instructor: Chris Hutty Price: $549 one-off (checked 18 Sep 2026)

Visit From SEO to AEO: Optimizing for AI-led Search on Vendor academy
82.2
of 100, rank 8 of 45 English programs
Medium confidence Tier B
checked 18 Sep 2026

From SEO to AEO: Optimizing for AI-led Search review: a live cohort program on Vendor academy from Jellyfish Training, taught by Chris Hutty, ranked 8 of 45 English programs with a composite of 82.2 at medium confidence, evidence tier B (checked 18 September 2026).

Price $549 one-off (checked 18 Sep 2026). Rating: 5.0 of 5 from 4 reviews on Feefo (checked 18 Sep 2026). No member or enrolment count is published (checked 18 Sep 2026). Curriculum: 11 of 13 tracked flags confirmed, 2 confirmed absent, 0 unverified.

Verdict

From SEO to AEO: Optimizing for AI-led Search sits at rank 8 of 45 with a composite of 82.2, medium confidence, evidence tier B. The rating is 5 of 5 on Feefo, but from only 4 reviews, so satisfaction rests on a thin base. Jellyfish Training publishes the price, the refund terms, a named instructor in Chris Hutty and a 7-section agenda, which is why transparency scores high. It is 1 day of live teaching at $549 per person before tax. Good for working SEOs who want AEO and GEO covered in one sitting. Skip it if you need fundamentals or ongoing support.

Who it fits

  • Agency SEOs who want AEO and GEO covered in one day
  • In-house SEOs with a training budget and a fixed date
  • Teams who prefer live instruction over self-paced video

Who should skip it

  • Beginners who still need traditional SEO fundamentals
  • Anyone wanting a community or repeat live calls
  • Buyers who need an accredited certificate

Score breakdown

Composite 82.2 of 100, rubric v1, evidence tier B, medium confidence (48 of 67 attributes confirmed, checked 18 Sep 2026). The score measures public evidence about a program (what is published, what learners say, how current it is), not teaching quality.

AI SEO course scoring methodology: weights, evidence ladder, confidence rule and what was checked and not found for every program. Every price in context: AI SEO course cost.

Satisfaction 18.3 / 22 Volume 4.5 / 13 Recency 15.0 / 15 Sentiment 20.0 / 20 Transparency 17.1 / 20 Completeness 7.2 / 10
Score breakdown for From SEO to AEO: Optimizing for AI-led Search: weight, score, points and evidence per dimension
DimensionWeightScorePointsEvidence
Satisfaction 22% 83 18.3 5.0 of 5 from 4 on Feefo, shrunk toward the dataset mean over all rated programs (feefo has fewer than 2 rated programs) (4.649) with prior n 10 to 4.749; 3.5 scores 0. Checked 18 Sep 2026.
Volume 13% 35 4.5 4 reviews (checked 18 Sep 2026). Caps: 100 reviews, 3,000 members.
Recency 15% 100 15.0 Latest dated evidence: cohort date on 21 Sep 2026, 0 months before the cutoff of 21 Sep 2026; 2 dated events on record.
Sentiment 20% 100 20.0 3 independent items: 3 positive, 0 mixed, 0 neutral, 0 negative; 0 provider-authored excluded. Public commentary praises the course for practical applicability, clear presentation, and relevance to AI-driven search adaptation.
Transparency 20% 86 17.1 6 of 7 checks met (checked 18 Sep 2026); not met: member or enrolment count published.
Completeness 10% 72 7.2 48 of 67 tracked attributes confirmed (checked 18 Sep 2026).

Facts

Each value carries its data label (provider-stated, observed, calculated), the date it was checked and its source. Unverified means the value could not be confirmed on a public page by the check date.

Facts about From SEO to AEO: Optimizing for AI-led Search with data label, check date and source
AttributeValueLabelCheckedSource
Provider Jellyfish Training provider-stated 18 Sep 2026 [1]
Instructor Chris Hutty provider-stated 18 Sep 2026 [2]
Platform Vendor academy observed 18 Sep 2026 [1]
Format Live cohort: Scheduled one-day live online or in-person training; private sessions are available observed 18 Sep 2026 [1]
Level Intermediate to advanced 18 Sep 2026 [1]
Language English observed 18 Sep 2026
Status Live observed 18 Sep 2026 [1]
Price $549 one-off provider-stated 18 Sep 2026 [1]
Price note $549 per person ex TAX for the listed US live-online session provider-stated 18 Sep 2026 [1]
Annual price Unverified unverified 18 Sep 2026 [1]
Normalised monthly cost $46 (one-off price amortised over 12 months) calculated 18 Sep 2026
Pricing mechanism scheduled per-person booking; private-session pricing is requested from the training team provider-stated 18 Sep 2026 [1]
Instalments Unverified unverified 18 Sep 2026 [1]
Regional pricing true observed 18 Sep 2026 [1]
Team pricing true observed 18 Sep 2026 [1]
Refund policy 7-day cancellation without liability when services have not commenced and are not due to commence in that period provider-stated 18 Sep 2026 [3]
Course rating 5.0 of 5 from 4 reviews on Feefo observed 18 Sep 2026 [4]
Members or enrolled Unverified unverified 18 Sep 2026
Launched Unverified unverified 18 Sep 2026
Last dated content update seen Unverified unverified 18 Sep 2026
Next cohort 17 December 2026 provider-stated 18 Sep 2026 [1]
Access model One off provider-stated 18 Sep 2026 [1]
Update model Unverified unverified
Module count 7 calculated 18 Sep 2026 [1]
Lesson count Unverified unverified 18 Sep 2026
Hours of video Unverified unverified 18 Sep 2026
Time to complete 1 day provider-stated 18 Sep 2026 [1]
Live call frequency One-off (one-day live instructor-led class) 18 Sep 2026 [1]
Live call day Unverified unverified 18 Sep 2026
Live call timezone Unverified unverified 18 Sep 2026
Support channel Unverified unverified
Instructor access Direct provider-stated 18 Sep 2026 [5]
Practical work Unverified unverified
Certificate Yes, accreditation: none provider-stated 18 Sep 2026 [1]
Community included Unverified unverified
Tools bundled Unverified unverified 18 Sep 2026
Tools taught ChatGPT, Gemini, Google Analytics 18 Sep 2026 [6]
AI platforms named Claude, Chatgpt, Perplexity, Google ai overviews, Google ai mode 18 Sep 2026 [1]
Audience (provider-stated) agencies, in house seo provider-stated 18 Sep 2026 [1]
Provider ranks itself in a roundup Unverified unverified
Affiliate program Unverified unverified 18 Sep 2026
Public case studies Unverified unverified 18 Sep 2026

From SEO to AEO: Optimizing for AI-led Search price and price history

Current price $549 one-off (checked 18 September 2026). $549 per person ex TAX for the listed US live-online session.

From SEO to AEO: Optimizing for AI-led Search refund policy

7-day cancellation without liability when services have not commenced and are not due to commence in that period. Published by the provider, checked 18 September 2026.[3]

What From SEO to AEO: Optimizing for AI-led Search teaches

11 of 13 tracked curriculum flags are confirmed on public pages, 2 confirmed absent and 0 unverified (checked 18 September 2026). A confirmed flag means the provider's own curriculum or listing names the topic; the source is cited, the wording is not reproduced.

Curriculum flags confirmed for From SEO to AEO: Optimizing for AI-led Search
FlagStatusLabelCheckedSource
GEO Yes 18 Sep 2026 [1]
AEO Yes 18 Sep 2026 [1]
LLM citations Yes 18 Sep 2026 [1]
Entity SEO Yes 18 Sep 2026 [1]
AI visibility measurement Yes 18 Sep 2026 [1]
Traditional SEO No observed 18 Sep 2026 [1]
Links and off-page Yes 18 Sep 2026 [1]
Local AI SEO No observed 18 Sep 2026 [1]
Structured data Yes 18 Sep 2026 [1]
AI crawler access Yes 18 Sep 2026 [1]
Content for extraction Yes 18 Sep 2026 [1]
Brand mentions and PR Yes 18 Sep 2026 [1]
AI workflows and automation Yes 18 Sep 2026 [1]

Reception

Ratings by platform

Ratings of From SEO to AEO: Optimizing for AI-led Search by platform, never blended
PlatformRatingReviewsCheckedRead the reviews
Feefo 5.0 of 5 4 18 Sep 2026 Read reviews on Feefo

Also checked with no course-level rating: Trustpilot, G2, reddit (checked 18 Sep 2026).

Company-level ratings, display only and never an input to the score: Feefo 4.9 (140), observed, seen 18 Sep 2026.

What public discussion says

Derived from 3 independent public items (reviews and forum or social posts; 0 provider-authored items excluded), labelled by theme and stance, checked 18 September 2026. No review text is stored. Stances: 3 positive, 0 mixed, 0 neutral, 0 negative.

Praise themes

  • Beginner friendly (1)
  • Niche fit (1)
  • Practical tools (1)
  • Production quality (1)

Complaint themes

None recorded

Public commentary praises the course for practical applicability, clear presentation, and relevance to AI-driven search adaptation.

Attributed review excerpts

Short excerpts as displayed on the platform, with the reviewer's name, star rating and the platform's own relative date as seen on the check date. Read the full reviews at the source.

  • "The course is informative, easy to follow, and excellently presented. I'd highly recommend From SEO to AEO for anyone." Rachel, 5 of 5 on Feefo, 2026-09-10 (seen 18 Sep 2026)

Independent discussion on record

  • linkedin.com (unverified, positive): An attendee described the course as useful for applying AI visibility ideas and prompts in day-to-day work. seen 18 Sep 2026
  • linkedin.com (unverified, positive): An attendee recommended the course after a day at The Shard and said it clarified how brands should adapt to AI-led search. seen 18 Sep 2026

Cautions

Sourced facts from the caution checks (price consistency, page history, instructor identity, testimonial dating, self-ranking, certificate claims). Neutral by design: each line is what a public page shows, with its date.

  1. The seller's US page publishes $549 per person ex TAX for the listed 17 December 2026 live-online session. Check 1, seen 18 Sep 2026 [1]
  2. The current URL and the 17 December 2025 and 19 April 2026 Wayback titles use From SEO to AEO: Optimising for AI-led Search; the calendar lists no 2024 capture for this URL. Check 2, seen 18 Sep 2026 [7]
  3. The public course page names Chris Hutty as Course SME, Training Director, SEO. Check 3, seen 18 Sep 2026 [6]
  4. The US page lists a future 17 December 2026 session; it does not publish an access-window end date. Check 4, seen 18 Sep 2026 [1]
  5. The UK course listing shows one course review dated 10 September 2026; that is the oldest course-review date visible on the checked page. Check 5, seen 18 Sep 2026 [4]
  6. The course page identifies a Certificate of Attendance and does not name an accrediting body. Check 7, seen 18 Sep 2026 [1]

Compared with

Cheaper programs in the same format band

Programs in the same format band that cost less, in composite order (checked 18 Sep 2026):

The full list with prices and ratings: From SEO to AEO: Optimizing for AI-led Search alternatives.

From SEO to AEO: Optimizing for AI-led Search review: questions

How much does From SEO to AEO cost?

The US page lists $549 per person before tax for the live-online session, a one-off payment that normalises to $45.75 per month. The UK listing shows a sterling price before VAT. Private session pricing is quoted on request. Price trend since June: none. Checked 18 September 2026.

Does it have a refund policy?

Yes, and it is published rather than inferred. The stated terms: 7-day cancellation without liability when services have not commenced and are not due to commence in that period. There is no published installment plan. Read the cancellation window against the session date before you book, because the terms hinge on when services start. Checked 18 September 2026.

Who teaches it?

Chris Hutty, named on the public course page as Course SME and Training Director, SEO at Jellyfish Training. Instructor access is direct, since this is live instructor-led delivery rather than recorded video. His public SEO output is short: one published AI search test and no prior course products.

What does the course cover?

7 sections on the published agenda: AEO and GEO foundations, changing search behaviour, measurement, how LLMs retrieve content, content structure, technical considerations and external citation. It also touches brand mentions and AI workflows. Traditional SEO fundamentals and local AI SEO are not covered. Checked 18 September 2026.

Is it worth the price?

On public evidence, it holds rank 8 of 45 mainly on transparency and recency, not review volume. The next listed public session is 2026-12-17. You get 1 day, a certificate of attendance with no named accrediting body, and one-off live contact. No community is included.

Sources

  1. https://www.jellyfish.com/en-us/training/courses/from-seo-to-aeo-optimising-for-ai-led-search
  2. https://www.jellyfish.com/en-za/training/blog/indispensable-seo-resources-us
  3. https://www.jellyfish.com/en-us/training/terms-conditions
  4. https://www.jellyfish.com/en-gb/training/seo-courses
  5. https://www.jellyfish.com/en-gb/training/virtual-classroom
  6. https://www.brandtechlearn.ai/en-gb/courses/from-seo-to-aeo-optimizing-for-ai-led-search
  7. https://web.archive.org/web/20260601000000*/https://www.jellyfish.com/en-us/training/courses/from-seo-to-aeo-optimising-for-ai-led-search

Record last checked on 18 September 2026. Observation cutoff for the dataset: 21 September 2026. Source file: 17-jellyfish-from-seo-to-aeo.md.

Cite this

From SEO to AEO: Optimizing for AI-led Search: composite 82.2 of 100 (medium confidence), $549 one-off, 5.0 of 5 from 4 reviews on Feefo. AiSeoCourse Directory, 18 September 2026. https://aiseocourse.directory/courses/jellyfish-from-seo-to-aeo/ (CC BY 4.0).

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