AEO Score Report
What We Found
We analysed the website pango.ai, testing 15 queries to assess its AI Engine Optimisation (AEO) performance. The overall picture reveals a **Good** grade with a **retrieval rate of 53%**, indicating that while some content is effective, significant gaps remain. The **highest-impact issue** is the lack of matching content for 8 queries; to improve citation potential, implement clear headings such as 'What is X?' or 'How does X work?' followed by direct answers.
- None of your pages have a question followed by a direct answer. Try adding headings like 'What is X?' or 'How does X work?' with a clear answer below — this is one of the most effective ways to get cited by AI.
- No matching content for 8 queries: "best tools for manage logistics operations across multiple carriers", "best tools for provide real-time updates and insights on shipments", "best tools for optimize delivery options for increased conversion" and more
- 8/15 queries are citation-ready
- Brand present in most retrieved chunks (avg B: 0.86)
- Your blog or article pages aren't marked up for search engines — this is a quick win for Google visibility
Query Alignment — 15 Queries
| Query | Retrieval | Brand | Status |
|---|---|---|---|
| best tools for automate shipping and returns processes weak combined signal — improve both content match and brand presence | 0.58 | 0.81 | Gap |
| best tools for manage logistics operations across multiple carriers content not found — no page answers this query | 0.52 | 0.81 | Gap |
| best tools for enhance customer experience from checkout to delivery | 0.56 | 1.00 | Content Present |
| best tools for provide real-time updates and insights on shipments content not found — no page answers this query | 0.45 | 0.81 | Gap |
| best tools for optimize delivery options for increased conversion content not found — no page answers this query | 0.49 | 1.00 | Content Present |
| best e-commerce logistics automation platform | 0.67 | 0.78 | Content Present |
| how to manage logistics operations across multiple carriers content not found — no page answers this query | 0.52 | 0.79 | Gap |
| how to enhance customer experience from checkout to delivery content not found — no page answers this query | 0.52 | 1.00 | Content Present |
| e-commerce logistics automation platform for retail operations teams | 0.70 | 0.77 | Content Present |
| how to provide real-time updates and insights on shipments content not found — no page answers this query | 0.45 | 1.00 | Content Present |
| e-commerce logistics automation platform for e-commerce brands | 0.71 | 0.76 | Content Present |
| resources for shipping and returns automation weak combined signal — improve both content match and brand presence | 0.58 | 0.81 | Gap |
| top e-commerce logistics automation platform tools 2026 weak combined signal — improve both content match and brand presence | 0.56 | 0.79 | Gap |
| resources for handling logistics across various carriers content not found — no page answers this query | 0.53 | 1.00 | Content Present |
| how to optimize delivery options for increased conversion content not found — no page answers this query | 0.47 | 0.81 | Gap |
Frequently Asked Questions
Because AI systems only select content they can directly use as answers. If your content doesn’t match queries or isn’t structured clearly, it won’t be picked.
It’s an analysis of how your content performs in AI systems—showing what gets selected, what doesn’t, and why.
SEO focuses on ranking pages. AEO focuses on being selected and used in AI-generated answers.
