REPOGEO REPORT · LITE

jakobhoeg/nextjs-ollama-llm-ui

Default branch master · commit 79c53f4a · scanned 5/19/2026, 5:02:21 AM

GitHub: 1,418 stars · 331 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

22 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 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 jakobhoeg/nextjs-ollama-llm-ui, 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

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

OVERALL DIRECTION

highreadme#1

Reposition README's opening paragraph and remove self-deprecation

Why:

CURRENT

Get up and running with Large Language Models **quickly**, **locally** and even **offline**.
This project aims to be the easiest way for you to get started with LLMs. No tedious and annoying setup required!

> This is a hobby project. If you want a more complete experience, I suggest taking a look at this instead.

COPY-PASTE FIX

Get up and running with Large Language Models **quickly**, **locally**, and even **offline** through an intuitive, fully-featured web UI. This project provides the easiest way to interact with your Ollama LLMs, offering a seamless chat experience with no tedious setup required.

mediumabout#2
Add a homepage URL to the About section
Why:
COPY-PASTE FIX
```
https://github.com/jakobhoeg/nextjs-ollama-llm-ui
```

lowreadme#3

Add a differentiator bullet point to the Features section

Why:

COPY-PASTE FIX

Add this as a new bullet point in the 'Features' section:
- Unique Web-First Approach: Provides a fully web-based, easy-to-deploy interface specifically for Ollama, distinguishing it from desktop-only or more complex backend solutions.

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 jakobhoeg/nextjs-ollama-llm-ui

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LM Studio

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LM Studio · recommended 2×
Ollama · recommended 2×
Jan · recommended 2×
oobabooga/text-generation-webui · recommended 2×
LocalAI · recommended 2×

CATEGORY QUERY
How to easily run and interact with large language models locally via a web UI?
you: not recommended
AI recommended (in order):
1. LM Studio
2. Ollama
3. Jan
4. text-generation-webui (oobabooga/text-generation-webui)
5. LocalAI
6. KoboldCpp
AI recommended 6 alternatives but never named jakobhoeg/nextjs-ollama-llm-ui. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are good open-source web interfaces for managing and chatting with local AI models offline?
you: not recommended
AI recommended (in order):
1. LM Studio
2. Ollama
3. Jan
4. Text Generation WebUI (oobabooga/text-generation-webui)
5. LocalAI
6. KoboldAI Lite
7. KoboldAI United
AI recommended 7 alternatives but never named jakobhoeg/nextjs-ollama-llm-ui. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
warn
Suggestion:
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 jakobhoeg/nextjs-ollama-llm-ui?
pass
AI did not name jakobhoeg/nextjs-ollama-llm-ui — 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 jakobhoeg/nextjs-ollama-llm-ui in production, what risks or prerequisites should they evaluate first?
pass
AI named jakobhoeg/nextjs-ollama-llm-ui 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 jakobhoeg/nextjs-ollama-llm-ui solve, and who is the primary audience?
pass
AI did not name jakobhoeg/nextjs-ollama-llm-ui — 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 jakobhoeg/nextjs-ollama-llm-ui. 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/jakobhoeg/nextjs-ollama-llm-ui.svg)](https://repogeo.com/en/r/jakobhoeg/nextjs-ollama-llm-ui)

HTML

<a href="https://repogeo.com/en/r/jakobhoeg/nextjs-ollama-llm-ui"><img src="https://repogeo.com/badge/jakobhoeg/nextjs-ollama-llm-ui.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

jakobhoeg/nextjs-ollama-llm-ui — 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