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Why AI recommends a competitor instead.

Test variants of a buyer question and see exactly where the recommendation changes.

YOUR RECOMMENDATION DNA

AI recommends you most when buyers mention “Agencies under 20 people”, and least when they mention “Large enterprises”.

Based on 42 answers to 7 versions of “What are the best project management tools for growing teams?”, from 3 AI assistants.

Most likely to recommend you when buyers mention

Agencies under 20 people

Recommended in 5 of 6 answers, compared with 3 of 6 for the original question.

Biggest weakness

Large enterprises

AI stops recommending you: none of 6 answers, down from 3 of 6. Asana is recommended in all 6 answers.

WHAT TO DO NEXT

Show that Northstar fits buyers who mention “Large enterprises”

AI stops recommending you when buyers mention “Large enterprises”: in none of the 6 answers, down from 3 of 6 for the original question. If these are buyers you serve, publish a page that says so and shows how.

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Supporting evidence
Recommendation DNA measures sampled API answers across a small number of runs per variant, not exact consumer results. Every frequency shown is a count out of the runs actually sampled, never a modeled probability. Treat single-digit sample counts as directional, not conclusive.

42 of 42 answers collected · cost $0.00

Where you lose the recommendation

When buyers mention “Large enterprises”, AI stops recommending you.

You are recommended in 3 of 6 answers to the original question, and in none of the 6 answers when buyers mention “Large enterprises”.

✳OpenAI “Northstar is a good fit for smaller teams that want a focused, affordable workspace.”

Gemini “Northstar is a good fit for smaller teams that want a focused, affordable workspace.”

When buyers mention “Large enterprises”, AI recommends Asana instead of you.

You are recommended in 3 of 6 answers to the original question, and in none of the 6 answers when buyers mention “Large enterprises”.

✳OpenAI “Asana is a strong choice for coordinating work across many teams.”

Gemini “Asana is a strong choice for coordinating work across many teams.”

When buyers mention “Large enterprises”, AI recommends Monday.com instead of you.

You are recommended in 3 of 6 answers to the original question, and in none of the 6 answers when buyers mention “Large enterprises”.

✳OpenAI “Monday.com makes it easy to share progress dashboards with clients.”

Gemini “Monday.com makes it easy to share progress dashboards with clients.”

When buyers mention “Gantt charts”, AI recommends Asana instead of you.

You are recommended in 3 of 6 answers to the original question, and in 1 of 6 answers when buyers mention “Gantt charts”.

✳OpenAI “Asana is a strong choice for coordinating work across many teams.”

Gemini “Asana is a strong choice for coordinating work across many teams.”

When buyers mention “Gantt charts”, AI recommends Monday.com instead of you.

You are recommended in 3 of 6 answers to the original question, and in 1 of 6 answers when buyers mention “Gantt charts”.

✳OpenAI “Monday.com makes it easy to share progress dashboards with clients.”

Gemini “Monday.com makes it easy to share progress dashboards with clients.”

When buyers mention “Reporting to clients”, AI recommends Monday.com instead of you.

You are recommended in 3 of 6 answers to the original question, and in 2 of 6 answers when buyers mention “Reporting to clients”.

✳OpenAI “Monday.com makes it easy to share progress dashboards with clients.”

Gemini “Monday.com makes it easy to share progress dashboards with clients.”

Where you win it

When buyers mention “Agencies under 20 people”, AI recommends you ahead of Asana.

Asana is recommended in 4 of 6 answers to the original question, and in 2 of 6 answers when buyers mention “Agencies under 20 people”.

✳OpenAI “Northstar is a good fit for smaller teams that want a focused, affordable workspace.”

Gemini “Northstar is a good fit for smaller teams that want a focused, affordable workspace.”

When buyers mention “Budget under $10 per user/month”, AI recommends you ahead of Asana.

Asana is recommended in 4 of 6 answers to the original question, and in 1 of 6 answers when buyers mention “Budget under $10 per user/month”.

✳OpenAI “Northstar is a good fit for smaller teams that want a focused, affordable workspace.”

Gemini “Northstar is a good fit for smaller teams that want a focused, affordable workspace.”

Every version

Original question · Recommended in 3 of 6
What are the best project management tools for growing teams?

Mentioned All 6 answers · Recommended 3 of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Agencies under 20 people · Recommended in 5 of 6
What are the best project management tools for growing agencies with under 20 people?

Mentioned All 6 answers · Recommended 5 of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com is another option to evaluate.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Budget under $10 per user/month · Recommended in 4 of 6
What are the best project management tools for growing teams that cost under $10 per user per month?

Mentioned All 6 answers · Recommended 4 of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is another option, though it can feel heavy for small teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is another option, though it can feel heavy for small teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com is another option to evaluate.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Large enterprises · Recommended in none of 6
What are the best project management tools for large enterprises with thousands of employees?

Mentioned All 6 answers · Recommended None of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Gantt charts · Recommended in 1 of 6
What are the best project management tools with Gantt charts for growing teams?

Mentioned All 6 answers · Recommended 1 of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com is another option to evaluate.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com is another option to evaluate.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Teams in Europe · Recommended in 3 of 6
What are the best project management tools for growing teams based in Europe?

Mentioned All 6 answers · Recommended 3 of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
Reporting to clients · Recommended in 2 of 6
What are the best project management tools for growing teams that need to report progress to clients?

Mentioned All 6 answers · Recommended 2 of 6 answers

✳OpenAI run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp offers a wide feature set, including Gantt charts and timelines. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is a good fit for smaller teams that want a focused, affordable workspace. Asana is a strong choice for coordinating work across many teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
✳Perplexity run #1 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
✳OpenAI run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com makes it easy to share progress dashboards with clients.
Gemini run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.
✳Perplexity run #2 · ILLUSTRATIVE ANSWER — this is not an actual AI response. Northstar is mentioned, though larger organisations usually pick a more established tool. Asana is another option, though it can feel heavy for small teams. ClickUp is an alternative with many features to configure. Monday.com is another option to evaluate.

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