# Learning AI Search: The Free AI Search Optimization Roadmap review (2026): price, rating, what it teaches

> Learning AI Search: The Free AI Search Optimization Roadmap: composite 56.8 of 100, Free, 11 of 13 curriculum flags confirmed. Checked September 2026.

URL: https://aiseocourse.directory/courses/learning-ai-search-roadmap/

Learning AI Search: The Free AI Search Optimization Roadmap review: a free manual program from Aleyda Solis, taught by Aleyda Solis, ranked 25 of 44 English programs with a composite of 56.8 at low confidence, evidence tier C (checked 18 September 2026).

Price Free (checked 18 Sep 2026). Rating: No public rating (checked 18 Sep 2026). No member or enrolment count is published (checked 18 Sep 2026). Curriculum: 11 of 13 tracked flags confirmed, 1 confirmed absent, 1 unverified.

## Verdict

By Editorial team. Opinion within the published method; every figure is from the record below.

Learning AI Search is a free public roadmap curated by Aleyda Solis: numbered areas covering AI search fundamentals, measurement, ecommerce and a set of optimization and tracking tools, plus a content checklist with a worksheet. There is no course-level rating anywhere public, so the directory places it at evidence tier C and confidence low. It is listed on every relevant hub but not ranked, because discussion alone does not support a rank. The composite of 56.8 reflects the public record, not the teaching. Good if you want curated reading and a checklist to work through alone. Skip it if you need structure, feedback or a certificate.

### Who it fits

-   Self-directed SEOs who read well and work through checklists alone
-   Anyone testing AI search topics before paying for a course
-   Practitioners who want a curated reading list from a named author

### Who should skip it

-   Beginners who need a graded path and deadlines
-   Buyers who need a certificate for an employer
-   Anyone wanting instructor feedback or a peer group

## Score breakdown

Composite 56.8 of 100, rubric v1, evidence tier C, low confidence (44 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](/methodology/): weights, evidence ladder, confidence rule and what was checked and not found for every program. Every price in context: [AI SEO course cost](/ai-seo-course-cost/).

| Dimension | Weight | Score | Points | Evidence |
| --- | --- | --- | --- | --- |
| Satisfaction | 0%base 22% | n/a | 0.0 | No course-level rating found (checked 2026-09-18); platforms checked: trustpilot, g2, reddit-rating, youtube, linkedin, x |
| Volume | 13% | 0 | 0.0 | . Caps: undefined reviews, members. |
| Recency | 15% | 94 | 14.1 | Latest dated evidence: review on 27 Aug 2026, 0.7 months before the cutoff of 18 Sep 2026; 7 dated events on record. |
| Sentiment | 31%base 20% | 50 | 15.5 | 6 independent items: 1 positive, 2 mixed, 2 neutral, 1 negative; 0 provider-authored excluded. Commentators appreciate the free roadmap format and freshness but note the lack of course structure and instructor support. |
| Transparency | 31%base 20% | 67 | 20.7 | 4 of 6 checks met (checked 18 Sep 2026); not met: module or lesson count published, member or enrolment count published; not applicable: refundPublished. |
| Completeness | 10% | 66 | 6.6 | 44 of 67 tracked attributes confirmed (checked 18 Sep 2026). |

Weight redistribution (evidence ladder): satisfaction (22%) to sentiment, transparency.

### Third-party assessments

Audit scores published by one reviewer. Rendered for reference with source and date; never an input to the composite.

| Source | Score | Note | Seen |
| --- | --- | --- | --- |
| charlesfloate | 68 of 100 | audit score by one reviewer; rendered as a third-party assessment, never a rating input (decision 8) | 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.

| Attribute | Value | Label | Checked | Source |
| --- | --- | --- | --- | --- |
| Provider | Aleyda Solis | provider-stated | 18 Sep 2026 | [1] |
| Instructor | Aleyda Solis | provider-stated | 18 Sep 2026 | [1] |
| Platform | Own site | observed | 18 Sep 2026 | [2] |
| Format | Free manual: Public website roadmap of curated guides, resources, a checklist, and tools | observed | 18 Sep 2026 | [3] |
| Level | Unverified | unverified | 18 Sep 2026 |  |
| Language | English | observed | 18 Sep 2026 |  |
| Status | Live | observed | 18 Sep 2026 | [2] |
| Price | Free | provider-stated | 18 Sep 2026 | [2] |
| Price note | Free public roadmap; no paid price is published on the main page | provider-stated | 18 Sep 2026 | [2] |
| Annual price | Unverified | unverified | 18 Sep 2026 | [2] |
| Normalised monthly cost | $0 (free) | calculated | 18 Sep 2026 |  |
| Pricing mechanism | free public access | provider-stated | 18 Sep 2026 | [2] |
| Instalments | Unverified | unverified | 18 Sep 2026 |  |
| Regional pricing | Unverified | unverified | 18 Sep 2026 |  |
| Team pricing | Unverified | unverified | 18 Sep 2026 |  |
| Refund policy | Not applicable (free program) |  |  |  |
| Course rating | UnverifiedPlatforms checked with no course-level rating: Trustpilot, G2, Reddit, YouTube, LinkedIn, x | unverified | 18 Sep 2026 |  |
| Members or enrolled | Unverified | unverified | 18 Sep 2026 |  |
| Launched | Unverified | unverified | 18 Sep 2026 |  |
| Last dated content update seen | 20 March 2026 | provider-stated | 18 Sep 2026 | [2] |
| Next cohort | Unverified | unverified | 18 Sep 2026 |  |
| Access model | Public web | provider-stated | 18 Sep 2026 | [2] |
| Update model | Unverified | unverified | 18 Sep 2026 |  |
| Module count | Unverified | unverified | 18 Sep 2026 |  |
| Lesson count | Unverified | unverified | 18 Sep 2026 |  |
| Hours of video | Unverified | unverified | 18 Sep 2026 |  |
| Time to complete | Unverified | unverified | 18 Sep 2026 |  |
| Live call frequency | None | observed | 18 Sep 2026 | [2] |
| Live call day | Unverified | unverified | 18 Sep 2026 |  |
| Live call timezone | Unverified | unverified | 18 Sep 2026 |  |
| Support channel | None | observed | 18 Sep 2026 | [2] |
| Instructor access | None | observed | 18 Sep 2026 | [2] |
| Practical work | Templates | provider-stated | 18 Sep 2026 | [4] |
| Certificate | No, accreditation: none | observed | 18 Sep 2026 | [5] |
| Community included | No | observed | 18 Sep 2026 | [2] |
| Tools bundled | AI Search Content Optimization Checklist with worksheet |  | 18 Sep 2026 | [4] |
| Tools taught | SERPrecon AI Overviews Optimization Tool, AI Visibility & Coverage Analysis Tool, AIO Research & Optimizer – KeyTrends, Query Fan-Out Analyzer, The AI Search Content Optimizer GPT, Chunk Norris - Chunk Optimization Tool, Brand Brain - What AI knows about your brand, Query Fanout Generator, AI Bot Access Analyzer, OpenAI Grounding Classifier, Glippy - GEO Agent-Readiness Checker, Profound - Optimize Your Brand's Visibility in AI Search, Gumshoe - Outrank the competition in AI Search, Peec AI - AI search analytics for marketing teams, AI Traffic Analytics by Writesonic, Rankscale - Monitor Your Website Brand in AI Search Engines, XOFU: Does Your Brand Show Up In AI Tools?, Dejan's AI Rank Tracker, Ahrefs Brand Radar - Track your brand presence in AI Search, Advanced Web Ranking AI Brand Visibility, Waikay - AI Search monitoring, Semrush AI Toolkit - Turn AI Mentions Into Your Next Strategic Move, Otterly.ai - Your AI Search Monitoring for ChatGPT, AI Overviews & Perplexity, XFunnel - Optimize your brand for AI Search Engines, Nightwatch AI Tracking, AI traffic analytics dashboard by Sitechecker, DemandSphere's Gen AI analytics, ZipTie.dev: AI Overviews, ChatGPT & Perplexity tracker, Similarweb AI Traffic Intelligence, Sistrix AI / Chatbot Research, AthenaHQ, LLM Pulse, Beewhisper, AISO, LLMrefs - Track Brand Visibility across AI Search Engines, AI Insights by Cloudflare Radar, Bing AI Performance Dashboard, Google Sheets |  | 18 Sep 2026 | [6] |
| AI platforms named | Chatgpt, Gemini, Perplexity, Google ai overviews, Google ai mode, Copilot, Claude |  | 18 Sep 2026 | [4] |
| Audience (provider-stated) | Unverified | unverified | 18 Sep 2026 |  |
| Provider ranks itself in a roundup | Unverified | unverified | 18 Sep 2026 |  |
| Affiliate program | Unverified | unverified | 18 Sep 2026 |  |
| Public case studies | Unverified | unverified | 18 Sep 2026 |  |

## Learning AI Search: The Free AI Search Optimization Roadmap price and price history

Free (checked 18 September 2026). Free public roadmap; no paid price is published on the main page.

### Learning AI Search: The Free AI Search Optimization Roadmap refund policy

Not applicable: the program is free (checked 18 Sep 2026).

## What Learning AI Search: The Free AI Search Optimization Roadmap teaches

11 of 13 tracked curriculum flags are confirmed on public pages, 1 confirmed absent and 1 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.

| Flag | Status | Label | Checked | Source |
| --- | --- | --- | --- | --- |
| GEO | Yes | provider-stated | 18 Sep 2026 | [3] |
| AEO | Yes | provider-stated | 18 Sep 2026 | [3] |
| LLM citations | Yes | provider-stated | 18 Sep 2026 | [2] |
| Entity SEO | Yes | provider-stated | 18 Sep 2026 | [2] |
| AI visibility measurement | Yes | provider-stated | 18 Sep 2026 | [7] |
| Traditional SEO | No | observed | 18 Sep 2026 | [3] |
| Links and off-page | Yes | provider-stated | 18 Sep 2026 | [4] |
| Local AI SEO | Yes | provider-stated | 18 Sep 2026 | [2] |
| Structured data | Yes | provider-stated | 18 Sep 2026 | [2] |
| AI crawler access | Yes | provider-stated | 18 Sep 2026 | [4] |
| Content for extraction | Yes | provider-stated | 18 Sep 2026 | [2] |
| Brand mentions and PR | Yes | provider-stated | 18 Sep 2026 | [8] |
| AI workflows and automation | Unverified | unverified | 18 Sep 2026 |  |

## Reception

### Ratings by platform

No course-level rating was found (checked 18 September 2026). Platforms checked: Trustpilot, G2, Reddit, YouTube, LinkedIn, x. A missing rating is never scored as zero; see the score breakdown for how the weight moved.

### What public discussion says

Derived from 6 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: 1 positive, 2 mixed, 2 neutral, 1 negative.

#### Praise themes

-   Freshness (2)
-   Practical tools (1)
-   Value for money (1)

#### Complaint themes

-   Instructor access (2)
-   Platform experience (2)
-   Niche fit (1)

Commentators appreciate the free roadmap format and freshness but note the lack of course structure and instructor support.

### 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.

-   "It is a roadmap and a set of guides, not a course, and there is nobody to ask." Charles Floate, of 5 on [charlesfloate](https://www.charlesfloate.com/ai-seo-course), 2026-08-27 (seen 18 Sep 2026)

### Independent discussion on record

-   [newsletter.dsurfer.com](https://newsletter.dsurfer.com/p/wave-issue-247)
    
     (2025-07-13, mixed): Digital Surfer praised the free resource hub but questioned the separation between AI search optimization and SEO. seen 18 Sep 2026
-   [etavrian.com](https://www.etavrian.com/news/chatgpt-google-snippet-fallback)
    
     (2025-07-25, neutral): Etavrian discussed Aleyda's fresh-page test and the reported Google-snippet fallback in ChatGPT. seen 18 Sep 2026
-   [guptadeepak.com](https://guptadeepak.com/geo-compass/guides/what-seo-specialists-say-about-aeo-geo/)
    
     (2026-06-30, mixed): GEO Compass described the roadmap as a free framework-led resource while presenting the debate over GEO and SEO. seen 18 Sep 2026
-   [listennotes.com](https://www.listennotes.com/podcasts/the-whitespark/local-seo-in-2026-ai-gs2zmluKpto/)
    
     (2026-07-22, positive): A Whitespark podcast discussion described the roadmap as material to map over time and linked it for AI-search learning. seen 18 Sep 2026
-   [charlesfloate.com](https://www.charlesfloate.com/ai-seo-course)
    
     (2026-08-27, mixed): Charles Floate scored the roadmap 68/100, noting its free format and update alongside the absence of course structure and a question channel. 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 own page labels the roadmap free and does not show a paid price. Check 1, seen 18 Sep 2026 [\[2\]](#src-2)
    
2.  The public roadmap page shows no access end date. Check 4, seen 18 Sep 2026 [\[2\]](#src-2)
    
3.  An independent course comparison records no certificate for the roadmap. Check 7, seen 18 Sep 2026 [\[5\]](#src-5)

## Compared with

### Learning AI Search: The Free AI Search Optimization Roadmap alternatives

No cheaper program in the same format band and language is on record (checked 18 Sep 2026).

## Learning AI Search: The Free AI Search Optimization Roadmap review: questions

How much does Learning AI Search cost?

Nothing. The provider's own page labels the roadmap as free and publishes no paid price for it, checked 18 September 2026. There is no cohort fee, no membership tier and no dated access window shown on the public pages.

Who teaches Learning AI Search?

Aleyda Solis of Orainti curates it. The pages do not describe lessons with an instructor present: there are no live calls, no support channel and no direct instructor access, so treat it as reading material rather than tuition.

What does the roadmap cover?

The roadmap is organised into numbered areas: AI search fundamentals first, then measurement, then ecommerce and agentic commerce, with optimization and tracking tools last. The pages name Google AI Overviews, ChatGPT, Perplexity, Gemini, Claude, Copilot and Google AI Mode. Traditional SEO is not covered. A content optimization checklist with a worksheet comes with it.

Does it come with a certificate or a refund policy?

No certificate is issued, and an independent course comparison records the same. Refunds do not apply because access is free, and the provider publishes no refund policy; checked 18 September 2026.

Why is it listed but not ranked on the hubs?

Public discussion exists, but no platform carries a course-level rating for it. That puts it at tier C with low confidence, and the method lists low-confidence programs without a rank rather than ranking them on thin evidence.

## Sources

1.  [https://www.aleydasolis.com/en/](https://www.aleydasolis.com/en/)
    
2.  [https://learningaisearch.com/](https://learningaisearch.com/)
    
3.  [https://learningaisearch.com/ai\_roadmap/optimize-ai-search/](https://learningaisearch.com/ai_roadmap/optimize-ai-search/)
    
4.  [https://www.aleydasolis.com/en/ai-search/ai-search-optimization-checklist/](https://www.aleydasolis.com/en/ai-search/ai-search-optimization-checklist/)
    
5.  [https://www.charlesfloate.com/ai-seo-course](https://www.charlesfloate.com/ai-seo-course)
    
6.  [https://learningaisearch.com/ai\_roadmap/tools/ai-search-optimization-tools/](https://learningaisearch.com/ai_roadmap/tools/ai-search-optimization-tools/)
    
7.  [https://learningaisearch.com/ai\_roadmap/measuring-ai-search/](https://learningaisearch.com/ai_roadmap/measuring-ai-search/)
    
8.  [https://learningaisearch.com/ai\_roadmap/optimize-ai-search/ai-search-popularity-authority/](https://learningaisearch.com/ai_roadmap/optimize-ai-search/ai-search-popularity-authority/)

Record last checked on 18 September 2026. Observation cutoff for the dataset: 18 September 2026. Source file: 21-learning-ai-search-roadmap.md.

Cite this

Learning AI Search: The Free AI Search Optimization Roadmap: composite 56.8 of 100 (low confidence), Free, No public rating. AiSeoCourse Directory, 18 September 2026. https://aiseocourse.directory/courses/learning-ai-search-roadmap/ (CC BY 4.0).

HTML with the attribution link <p>Learning AI Search: The Free AI Search Optimization Roadmap: composite 56.8 of 100 (low confidence), Free, No public rating. <a href="https://aiseocourse.directory/courses/learning-ai-search-roadmap/">AiSeoCourse Directory</a>, 18 September 2026. Data: CC BY 4.0.</p>