FOR PRODUCT MARKETING TEAMS
Great products don't always create great buying experiences.
Buyers Research Independently
Customers compare vendors across search, AI assistants, review sites, and competitor websites before contacting sales.
Your Story Has to Stand Out Everywhere Buyers Research
Competitive positioning, customer expectations, and AI-generated answers change faster than most teams can keep up.
Buyers Need Confidence Before They Contact Sales
Feature pages alone aren't enough. Buyers need comparison pages, implementation guidance, FAQs, proof points, and clear answers to their questions.
ASK SOFFIE
Every day, SEO teams decide what to optimize, what to escalate, and what can wait. Soffie helps answer the questions that matter most.
How are buyers evaluating us?
Understand the content, messaging, and experiences buyers encounter before they ever speak to your team.
Why are competitors winning evaluations?
Compare positioning, messaging, comparison pages, AI visibility, and buyer experiences to identify competitive gaps.
Which comparison pages should we build?
Identify the products, competitors, and buying questions most likely to influence evaluation and conversion.
What questions aren't we answering?
Discover the information buyers expect before making a purchasing decision.
How does AI describe our product?
See how ChatGPT, Gemini, Claude, and Perplexity explain your solution—and where your messaging differs.
Where should Product Marketing invest next?
Prioritize initiatives that strengthen buyer confidence and improve product evaluation.
Every launch, campaign, and messaging update starts with better answers.
Understand how AI represents your product and messaging.
Evaluate product pages, messaging, comparison experiences, and buyer journeys.
Benchmark competitor positioning and evaluation experiences.
Focus roadmap investments on the highest-impact messaging opportunities.
Receive implementation-ready recommendations for launches and optimization.
EXAMPLE RECOMMENDATION
What a Soffie Recommendation Looks Like
QUESTION
How can we improve our buyer evaluation experience?
KEY INSIGHT
Buyers researching your category are frequently comparing solutions before reaching your website. While your product pages clearly explain features, there is an opportunity to better support buyers during evaluation with comparison content, implementation guidance, and clearer differentiation.
RECOMMENDED ACTION
Expand comparison pages, strengthen product messaging around key differentiators, and address the most common buyer questions throughout the evaluation journey.
High
Product Marketing
Content • SEO • Design
4–6 Weeks
WHY THIS MATTERS
Providing stronger evaluation content can improve buyer confidence, increase visibility in search and AI experiences, and help more prospects reach your sales team with a clearer understanding of your value.
SEO teams use Soffie to:
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Strengthen competitive positioning
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Improve buyer evaluation experiences
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Build higher-performing comparison pages
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Align messaging across channels
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Increase visibility in search and AI
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Launch products with greater confidence