I’ve been doing product research on my own for four months now, and I can’t find a single good opportunity to move forward, despite coming up with multiple ideas.
There always seems to be something discouraging, people have built very solid listings and products over the years, and the competition is extremely strong.
I recently ran a poll comparing a dominant brand for an item with my own variation of that item in a different form factor on Amazon.
Let’s say A is the dominant brand and B is my product. The poll results (based on 30 people so far) were A → 73% and B → 27%. The search volume for this item is over 50K.
I know that people prefer A over B, but is this still a good enough market opportunity?
Is this something that would be reasonable to proceed with if I get similar results from a poll of, say, 100 people?
A 70/30 split doesn’t automatically kill the idea, but it doesn’t validate it either. Polls show preference, not purchase intent. With a dominant brand and 50K+ search volume, you’ll only win if B solves a very specific pain A doesn’t (price, convenience, use case, bundling, or positioning).
Before moving forward, validate behavior, not opinions:
• Check review gaps on A (what customers complain about)
• Test demand with a small ad or landing page
• See if B can win on one clear angle, not “better overall”
If you want, I can help you pressure-test this idea and tell you honestly whether it’s worth proceeding or better to kill early.
Most Amazon sellers make the mistake of using the same rule for every keyword. For example, they think that if a keyword gets 10 clicks and no sale, the bid should be lowered immediately. But not all keywords serve the same purpose. Some are strong performers that need protection and budget, while others are still being tested to discover new opportunities.
Another common mistake is focusing only on lowering ACOS. ACOS is important, but reducing bids too aggressively can hurt visibility, and when visibility drops, total sales often drop as well. Lower ACOS does not always mean higher profit.
A better approach is to group keywords by performance. You should know which keywords are your top sellers, which ones are wasting spend, and which ones are still in the testing stage. It is also important to remember that match types behave differently. Broad match usually needs more clicks before converting, while exact match is more targeted and often converts faster.
Instead of relying on fixed rules, use your account’s overall performance as a guide. In many accounts, a small percentage of keywords generate most of the sales. Those are the keywords that need the most attention and protection.
To manage PPC better, review your bulk files and search term reports regularly, ideally using the last 14 days of data. Identify your best-performing keywords, calculate how many clicks different match types usually need before a sale, and label keywords clearly based on performance. When making bid changes, avoid drastic cuts. Small adjustments of 2% to 5% are usually much safer and help keep performance stable.
The main lesson is simple: not every keyword should be treated the same, and not every high-ACOS keyword should be cut immediately. Sometimes patience, structure, and smarter decision-making lead to better results than reacting too quickly.