REPOGEO REPORT · LITE

helallao/perplexity-ai

Default branch main · commit 64840715 · scanned 6/20/2026, 9:13:07 AM

GitHub: 1,688 stars · 296 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

27 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface helallao/perplexity-ai, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition the README's opening paragraph to clarify its unique value

Why:

CURRENT

Perplexity AI is a Python module that leverages Emailnator to generate new accounts for unlimited pro queries. It supports both synchronous and asynchronous APIs, as well as a web interface for users who prefer a GUI-based approach.

COPY-PASTE FIX

This is an unofficial Python API wrapper for Perplexity.ai, designed to provide programmatic access and enable unlimited pro queries by automatically generating new accounts. It offers both synchronous and asynchronous APIs, alongside a web interface for easy account management and interaction.

mediumtopics#2

Add more specific topics to highlight unique features

Why:

CURRENT

ai, api, artificial-intelligence, chatgpt, gpt, language-model, language-models, perplexity

COPY-PASTE FIX

ai, api, artificial-intelligence, chatgpt, gpt, language-model, language-models, perplexity, account-generator, rate-limit-bypass, unofficial-api, perplexity-ai-api

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface helallao/perplexity-ai

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI API

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI API · recommended 1×
openai Python library · recommended 1×
tenacity · recommended 1×
backoff · recommended 1×
Google Cloud Vertex AI · recommended 1×

CATEGORY QUERY
How to programmatically access an AI assistant and bypass query limits using Python?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. openai Python library
3. tenacity
4. backoff
5. Google Cloud Vertex AI
6. google-cloud-aiplatform Python library
7. Anthropic Claude API
8. anthropic Python library
9. Hugging Face Transformers
10. transformers library
11. Hugging Face Inference API
12. Azure OpenAI Service
13. azure-openai Python library
14. functools.lru_cache
15. asyncio
16. aiohttp
AI recommended 16 alternatives but never named helallao/perplexity-ai. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Python library for AI assistant APIs with account generation and a web GUI?
you: not recommended
AI recommended (in order):
1. Streamlit
2. FastAPI
3. SQLAlchemy
4. Django ORM
5. Django
6. Gradio
7. Django REST Framework
8. React
9. Vue
10. Flask
11. Flask-RESTful
12. Flask-Login
13. Panel
14. Dash
15. PyWebIO
AI recommended 15 alternatives but never named helallao/perplexity-ai. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of helallao/perplexity-ai?
pass
AI did not name helallao/perplexity-ai — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts helallao/perplexity-ai in production, what risks or prerequisites should they evaluate first?
pass
AI named helallao/perplexity-ai explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo helallao/perplexity-ai solve, and who is the primary audience?
pass
AI did not name helallao/perplexity-ai — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of helallao/perplexity-ai. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/helallao/perplexity-ai.svg)](https://repogeo.com/en/r/helallao/perplexity-ai)

HTML

<a href="https://repogeo.com/en/r/helallao/perplexity-ai"><img src="https://repogeo.com/badge/helallao/perplexity-ai.svg" alt="RepoGEO" /></a>

Pro

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helallao/perplexity-ai — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite