TOPIC COMPETITION

Topic coverage

Find questions without evidence, review your brand’s presence by topic, and decide what to collect next.

Create a project to organize buyer questions and track topic coverage.

Advanced · API topic competitor comparisons

These comparisons use API tracking runs. Saved browser and pasted answers appear in the topic coverage above.

4 of 4 current topics

4Current topics

8 / 8Questions with brand analysis

4 / 4Topics with shared answers

Coverage counts describe all current topics. Topic search and sample filters apply to the comparison rows and gap cards below.

Topic brief · 4 matching topics

Ready to share with your team. Includes all matching pages; lists the first five topics in your selected order.

Lumina — Topic competition brief
Illustrative demo data
Data loaded: 2026-10-23T14:25:43.174Z
Project: 00000000-0000-4000-8000-000000000001 · lumina.example
Competitor: Notion (00000000-0000-4000-8000-000000000011)
Current: 2026-09-24 – 2026-10-23 UTC. Today is partial.
Previous: 2026-08-25 – 2026-09-23 UTC
Filters: topic search all topics; minimum 0 current shared answers; order: Most competitor-only answers.
Scope: 4 of 4 current topics, across all result pages.

Current shared answers: 16
Competitor only: 2; your brand only: 0; both: 14; neither: 0.

First 4 topics in the selected order:
1. "Comparison": 1 competitor-only / 4 current shared answers; current lead −25.0 pp; matched-question lead change −25.0 pp (4 previous / 4 current shared answers across 2 matched questions).
2. "Workflow": 1 competitor-only / 4 current shared answers; current lead −25.0 pp; matched-question lead change 0.0 pp (4 previous / 4 current shared answers across 2 matched questions).
3. "Discovery": 0 competitor-only / 6 current shared answers; current lead 0.0 pp; matched-question lead change +50.0 pp (4 previous / 4 current shared answers across 2 matched questions).
4. "Pricing": 0 competitor-only / 2 current shared answers; current lead 0.0 pp; matched-question lead change 0.0 pp (2 previous / 2 current shared answers across 1 matched questions).

Shared answers have recorded analysis for both brands. Missing analysis is excluded. Topics and question wording follow current assignments; paused questions are included, archived questions are excluded. Provider, model and requested-market contexts are pooled. Lead change uses only questions measured in both windows, weighted by answer count; topic totals can contain different question mixes.
These are descriptive observations, not causal findings or proof of a trend. Small samples can vary substantially. API answers may differ from consumer AI apps.

Where Notion appears without you

Up to three topics with the most competitor-only answers in your current filters. Inspect the evidence before deciding what to change.

Comparison1 competitor-only answer

Of 4 shared answers across 2 questions.

Inspect missing mentions →Workflow1 competitor-only answer

Of 4 shared answers across 2 questions.

Inspect missing mentions →

These are observed answer counts, not a prediction of future visibility. Small samples can vary substantially.

Topic comparisons with Notion

All figures below use current question wording. Paused questions remain included; archived questions are excluded.

How these comparisons are calculated

Visibility uses answers containing analysis for both brands. Missing analysis stays outside the denominator. Lead change uses only questions with shared answers in both windows, weighted by answer count. Provider, model and market settings can vary; use Reports to inspect those cohorts. Topic labels follow the current question assignments.

4 of 4 topics match · Notion

Topic comparison with Notion. Current visibility uses answers analyzed for both brands. Supporting detail includes historical counts, nominal intervals, and matched-question lead changes.
Topic / coverage	Your visibility	Notion visibility	Your lead	Competitor only	Inspect evidence
Comparison4 shared answers · 4 previous2/2 questions analyzed 2 current questions Best Notion alternatives for a small design studio Lumina vs Asana for creative agencies	75.0%	100.0%	Negative 25.0 percentage points	10 your brand only3 both · 0 neither	Current shared answers Previous shared answers Competitor-only answers
Workflow4 shared answers · 4 previous2/2 questions analyzed 2 current questions How do I manage client projects and feedback in one place? Tools for async collaboration with clients	75.0%	100.0%	Negative 25.0 percentage points	10 your brand only3 both · 0 neither	Current shared answers Previous shared answers Competitor-only answers
Discovery6 shared answers · 4 previous3/3 questions analyzed 3 current questions What is the best project management tool for creative teams? Best collaboration software for remote design teams What is the simplest way to track a product roadmap?	100.0%	100.0%	0.0 percentage points	00 your brand only6 both · 0 neither	Current shared answers Previous shared answers
Pricing2 shared answers · 2 previous1/1 questions analyzed 1 current questions Which project management tools have a free plan?	100.0%	100.0%	0.0 percentage points	00 your brand only2 both · 0 neither	Current shared answers Previous shared answers