When buyers ask AI about financial market data APIs, Massive is named in 3 of 6 answers.
We put 6 real buyer questions to ChatGPT and Gemini and read every answer. No brand is named more often.
The one idea AI attaches to Massive.
Read from the 3 answers that named Massive.
AI links Massive with this more than any other theme, and rarely credits it for us exchange coverage. The full report shows the exact wording from each answer.
Massive leads. Marketstack is next.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
- 01 MassiveYou 50% #2.5
- 02 Marketstack 33% #1.0
- 03 Twelve Data 33% #2.0
- 04 Alpha Vantage 33% #4.0
- 05 Databento 33% #4.5
- 06 EODHD 33% #5.5
Buyers asked. AI answered. Massive was not in it.
Two of the 3 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
Massive loses most when buyers are shopping for a specific need.
All 6 answers, grouped by what the buyer was trying to do. The full report shows which gaps to close first, and how.
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Shopping for a specific need0 of 1
-
Asking for someone like them0 of 1
-
Asking which brand to buy1 of 2
-
Deciding what to look for1 of 1
-
Comparing brands1 of 1
recommending others
- Which of the 16 websites to get Massive onto first
- The questions to win, in the order to win them
- What to publish on Massive's own site and Instagram
We read 6 answers. You have seen two of them.
The rest stays sealed until you open the full report: every brand AI named, every answer word for word, and what to change.
Six posts, scored on five things.
Read from their six most recent posts. Each one is scored out of 100 below, with what we saw behind the number.
- 01Visual identity
- 02Hook strength
- 03Format range
- 04Captions & CTAs
- 05Cadence
Where the feed is strong, and where it leaks.
Scores are relative to the posts analysed, not to competitors. That comparison is in the full report.
A 6-colour palette held across 6 posts (consistency 0.48). Recurring marks: text overlays, professional design aesthetics.
Your best post earns 0.6% engagement; the median post 0.3%. The one that landed opened with “Be careful with what data you backtest trading strategies on.”.
2 reels, 2 carousels, 1 image across 5 posts.
4 of 5 captions ask the reader to do anything. 0 hashtags per post. 59 words on average.
0.2 posts a week between 28 May and 23 Oct. Less than one post a week.
Your best post earned 4.0× the engagement of your weakest.
Ranked by engagement rate. What each one did differently is read from the frame and the caption.
All 5 posts, by engagement rate.
One bar per post, in the order they went out. Hover a bar to see its date and rate.
“Be careful with what data you backtest trading strategies o…”, 0.6% ER.
“Earnings Move Markets. History Adds Context.”, 0.2% ER.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
centered compositions with occasional split layouts for data visualization
Voice
“Direct and professional, focusing on clarity and actionable insights.”
Recurring marks
- 01text overlays
- 02professional design aesthetics
- 03data-driven visuals
What the accounts competing for your audience are doing that you are not.
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
See everything else Nayavo doesWhen buyers ask AI about financial market data APIs, Massive is named in 3 of 6 answers.
Massive leads. Marketstack is next.
- 01 Massive YOU 50% #2.5
- 02 Marketstack 33% #1.0
- 03 Twelve Data 33% #2.0
- 04 Alpha Vantage 33% #4.0
- 05 Databento 33% #4.5
- 06 EODHD 33% #5.5
Buyers asked. AI answered. Massive was not in it.
Every kind of question, and how often AI named you.
- Shopping for a specific need0 of 1
- Asking for someone like them0 of 1
- Asking which brand to buy1 of 2
- Deciding what to look for1 of 1
- Comparing brands1 of 1
We read 6 answers. You have seen two.
Six posts, scored on five things.
Visual identityPalette, layout, marks 48
A 6-colour palette held across 6 posts (consistency 0.48). Recurring marks: text overlays, professional design aesthetics.
Fix in full reportHook strengthBest post vs. median 50
Your best post earns 0.6% engagement; the median post 0.3%. The one that landed opened with “Be careful with what data you backtest trading strategies on.”.
Hook formulasFormat rangeReel · Carousel · Image 97
2 reels, 2 carousels, 1 image across 5 posts.
Formats to testCaptions & CTAsAsks, hashtags, length 58
4 of 5 captions ask the reader to do anything. 0 hashtags per post. 59 words on average.
CTA templatesCadencePosts per week 16
0.2 posts a week between 28 May and 23 Oct. Less than one post a week.
Best posting windowsYour best post earned 4.0× the engagement of your weakest.
#1 · 0.6%
centered compositions with occasional split layouts for data visualization
“Direct and professional, focusing on clarity and actionable insights.”