In the world of keyword research and search intent discovery, mining autocomplete suggestions can unlock valuable insights for marketers and site owners. However, the process raises valid concerns: Could repeated queries flag your IP? Will services throttle or block access? The key to avoiding these pitfalls lies in using tools like Suggestable responsibly.

This post will explore best practices for suggestion mining—covering IP protection, search rate management, and strategies for staying in compliance with service policies. By implementing these approaches, you can confidently gather data while maintaining ethical and sustainable usage. Let’s dive into the safeguards that keep your research efficient, effective, and risk-free.

1. Proxy Support: Use proxy servers to mask IP addresses. Suggestable supports proxy settings, allowing users to enter and test proxy configurations to avoid repeated requests from the same IP​docs-page.
2. Download Delay: Introduce delays between requests. Suggestable allows setting a Download Delay in milliseconds, which helps distribute requests over time and prevents overloading services​docs-page.
3. Maximum Download Limits: Users can configure Maximum Downloads to ensure requests remain within reasonable limits, reducing detection and potential throttling​docs-page.
4. Respectful Usage: Emphasize that Suggestable is designed with respect for services and includes options like delays and controlled searches to avoid abuse. This demonstrates a responsible approach.
5. Multiple Services: Diversify searches across different suggestion services rather than overloading a single one. Suggestable allows users to select specific suggestion sources​docs-page.
6. Transparency and Control: Users are in complete control of how the tool operates—through delays, limits, and custom modes. This ensures compliance with individual policies of the target services.

 

This mode will investigate core adjectives, verbs, and prepositions that people commonly use in searching. This list comprises words and phrases that serve as fundamental building blocks in language. The following is list used.
See also this blog post on Why speculative mode is so powerful for marketers.

Words with “!” are added to the front of the keyword search, whereas those without are added to the end. This allows proper english phrases such as “restaurants near me” instead of “near me restaurants”. The list

“!are”, “!what”, “!will”, “!who”, “!can”, “!where”, “!how”, “!how to”, “!when”, “!why”, “!which”, “like”, “versus”, “vs”, “or”, “and”, “can”, “for”, “to”, “with”, “without”, “is”, “near me”

This list is integral to search, SEO, and keyword strategy, as it reflects the core of search intent and user behavior online. Here’s a breakdown tailored to those contexts:

Informational Intent: Question Words

These are high-value for informational keywords, targeting users seeking answers, guidance, or explanations.

1. What, Who, Where, How, How to, When, Why, Which
   • Intent: These are common in searches with “know” intent (e.g., What is SEO?, How to optimize keywords).
   • Keyword Use: Often part of long-tail keywords that signal curiosity or learning needs.
   • Examples:
     • What are backlinks?
     • Who uses keyword clustering?
     • Why is search intent important?

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Navigational and Local Intent

Searches indicating where or proximity often reflect navigational intent or local search intent.

2. Where, Near me
   • Intent: Users are looking for specific locations or services near their current location (SEO agency near me, best tools near me).
   • Keyword Use: Essential for local SEO, combining location-based modifiers with intent.
   • Examples:
     • SEO consultant near me
     • Where to find keyword tools

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Transactional/Commercial Intent: Instructional or Comparative

These terms often reflect transactional or investigational intent, indicating users ready to act, compare, or make a decision.

3. How to
   • Intent: Instructional searches (How to improve website ranking).
   • Keyword Use: Perfect for how-to guides and tutorials, signaling action-driven users.
   • Examples:
     • How to write meta descriptions
     • How to analyze keyword trends
4. Versus, vs, or
   • Intent: Investigational searches for comparisons (Ahrefs vs SEMrush).
   • Keyword Use: Popular in content targeting product or service comparisons.
   • Examples:
     • Google Analytics vs GA4
     • SEO agency or freelancer

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Transactional Intent: Action Words

These words capture actionable keywords signaling readiness to convert or engage.

5. For, To, With, Without
   • Intent: Users are searching for specific solutions or tailored results (SEO tools for beginners, Marketing strategies without PPC).
   • Keyword Use: Useful in niches catering to specialized needs or constraints.
   • Examples:
     • SEO strategies for small businesses
     • Keyword research tools without a subscription
6. Like
   • Intent: Suggestive or preference-driven searches (tools like Screaming Frog).
   • Keyword Use: Useful for alternative-seeking audiences.
   • Examples:
     • SEO platforms like Ahrefs
     • Analytics tools like Google Search Console

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Navigational and Broad Search Terms

These terms serve as connectors in search queries or denote broad user intent.

7. And
   • Intent: Expansive or combinatory searches (SEO and PPC strategies).
   • Keyword Use: Found in queries with dual intent.
   • Examples:
     • Keyword research and content creation tools
8. Is, Are
   • Intent: Found in queries validating concepts (What is SEO?, Are keywords still relevant?).
   • Keyword Use: Critical in creating definitions or introductory content.
   • Examples:
     • Is SEO dead?
     • Are backlinks important for ranking?

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Exploratory Intent: Capabilities and Possibilities

These terms reflect queries investigating the potential or function of something.

9. Can, Will
   • Intent: Users explore possibilities or seek advice (Can SEO increase sales?).
   • Keyword Use: Signals early-stage decision-making.
   • Examples:
     • Can SEO work for small businesses?
     • Will keywords matter in 2025?

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These words and phrases are the backbone of SEO, helping marketers uncover search intent, develop targeted keyword strategies, and create content that aligns with user needs at different stages of the search funnel.

What if you could walk in SEO blind to a new business and find the top keywords and phrases that actually produce an outcome within a few minutes? They’d think you are some sort of SEO Jedi. Welcome to Suggestables Speculative mode.

SEO and PPC professionals can leverage Speculative Mode in Suggestable.pro by strategically pairing this curated list of core words and phrases with their target keywords to extract nuanced and intent-driven autocomplete suggestions. This are keywords, phrases, and questions that people are actually using. Almost more-importantly, these are what what search engines are suggesting to people. So you have to assume there is some sort of good outcome associated with these keywords. This is the SEO Gold standard that just skips the top part of the funnel.

User Intent + Targeting + Outcome = ROI and Conversion success.

Speculative mode can amplify keyword research and refine content strategy. We looked at over ten million autocomplete suggestions while building Suggestable, and we built Speculative Mode to target those results.

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1. Combining Core Words with Target Keywords

The mode’s design allows prepositions, conjunctions, verbs, and question words to adapt dynamically with any niche keyword. By appending or prepending the list items, SEOs can systematically explore search intents aligned with their target audience.

Example Workflow:

• Target Keyword: “vegan recipes”
• Using Speculative Mode:
  • Prepended words (!what vegan recipes):
    • “What vegan recipes are best for weight loss?”
  • Appended words (vegan recipes near me):
    • “Vegan recipes near me for quick meals.”

This approach broadens the scope of query discovery, revealing search intents ranging from informational to transactional.

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2. Segmenting Search Intent Using Core Words

The list inherently aligns with different types of search intent, enabling SEOs to categorize and prioritize keywords for specific stages of the funnel:

• Informational Intent: Words like !how to, !what, !why, !when help identify users seeking guides or explanations.
  • “How to create vegan recipes”
  • “Why are vegan recipes healthy?”
• Transactional Intent: Words like for, with, near me, and without target actionable or location-based queries.
  • “Vegan recipes for kids”
  • “Vegan recipes near me with simple ingredients”
• Investigational Intent: Words like versus, vs, or support comparison-based searches.
  • “Vegan recipes versus vegetarian dishes”
  • “Vegan recipes or gluten-free meals?”

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3. Mining Autocomplete Data for Content Gaps

By feeding these core words into search engine autocompletes, SEOs can uncover high-volume, low-competition search terms that indicate underserved content areas.

Steps to Use Speculative Mode for Mining:

1. Start with a Broad Seed Keyword: Input “exercise routines” or “smart home devices” with prepended and appended core words.
2. Capture Autocomplete Suggestions: Suggestable.pro will mine autocomplete results like:
   • “What exercise routines are effective for beginners?”
   • “Smart home devices near me.”
3. Analyze Results for Gaps: Use the autocomplete results to identify niche queries not addressed in existing content.

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4. Optimizing for Conversational and Voice Search

With the rise of voice search, Speculative Mode becomes particularly powerful. Autocomplete queries generated using words like !who, !can, !where, and !how mirror the natural, conversational language used in voice queries.

Example:

• Traditional Search: “SEO tips 2024”
• Voice Search Style: “How can I improve my SEO in 2024?”

Using Speculative Mode ensures content aligns with both typed and spoken query formats.

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5. Automating Content Ideation

Pairing Speculative Mode results with the SEO’s niche keywords provides a steady stream of content ideas. For example:

• Target Keyword: “email marketing”
• Autocomplete Query: “Why is email marketing effective?”
• Content Idea: Write a blog addressing “Top 5 Reasons Email Marketing Outperforms Social Media.”

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6. Refining PPC and Paid Search Strategies

By mining these autocomplete suggestions, SEOs can develop keyword lists not only for organic efforts but also for highly targeted paid campaigns. Speculative Mode ensures ads align with user intent, improving click-through rates and ROI.

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7. Scaling Research for Industry Niches

SEOs can apply this approach across industries, systematically tailoring the core words to their niche. Whether focusing on health, tech, or lifestyle, Speculative Mode offers flexibility for broad and granular keyword targeting.

Practical Scaling Example:

• Healthcare Keyword: “telemedicine”
  • Queries: “Who uses telemedicine?”, “Telemedicine for mental health.”
• E-commerce Keyword: “sustainable clothing”
  • Queries: “Sustainable clothing near me”, “How to choose sustainable clothing.”

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By combining Speculative Mode with targeted keywords, you can gain a comprehensive, intent-driven map of what users are searching for, enabling them to craft optimized, high-ranking content and strategies. This mode transforms raw autocomplete data into actionable insights tailored for both content and marketing campaigns.

Mac users can run Suggestable (a Windows program)  on their machines through several methods, leveraging software or hardware setups. Each method comes with its pros and cons, so the choice depends on the user’s needs. Here are the primary options:

1. Boot Camp (Dual Booting)

Apple’s Boot Camp Assistant allows users to install Windows as a separate operating system on a Mac. This method provides the best performance for Windows applications because the system dedicates all hardware resources to the active OS.

• Steps:
  1. Open Boot Camp Assistant from the Utilities folder in Applications.
  2. Partition the Mac’s storage for Windows.
  3. Install Windows using an ISO file and follow the setup prompts.
  4. Reboot into Windows or macOS by holding the Option key during startup.
• Pros: Full hardware performance, ideal for gaming or resource-intensive applications.
• Cons: Requires rebooting to switch OS. Storage is split between macOS and Windows.

2. Virtualization Software

Virtualization allows you to run Windows within macOS, creating a virtual machine (VM) where Windows operates as if it’s a separate computer inside your Mac.

• Popular Options:
  • Parallels Desktop (user-friendly, high performance)
  • VMware Fusion (robust, professional use)
  • VirtualBox (free but less polished)
• Pros:
  • No need to reboot.
  • Easy switching between macOS and Windows.
  • Suitable for light to moderate Windows tasks.
• Cons:
  • Reduced performance compared to Boot Camp, especially for gaming or intensive software.
  • Requires significant system resources (RAM and CPU).

3. Cloud-Based Windows Access

For users needing Windows sparingly or on low-powered Macs, cloud-based services provide remote access to a Windows machine.

• Options:
  • Microsoft’s Windows 365 or Azure Virtual Desktop.
  • Third-party services like Amazon WorkSpaces or Shadow.
• Pros: No local installation required, accessible from almost any Mac.
• Cons: Requires a stable internet connection. Performance depends on server latency.

4. CrossOver for Windows Apps

CrossOver is software that allows you to run certain Windows applications directly on macOS without installing Windows. It uses a compatibility layer to translate Windows calls into macOS ones.

• Pros: Lightweight, no need for Windows installation.
• Cons: Limited compatibility; not all Windows applications are supported.

5. Windows on ARM for M1/M2 Macs

For Macs with Apple Silicon (M1/M2 chips), Boot Camp is not available, but virtualization software like Parallels Desktop supports running Windows on ARM. Microsoft has also optimized Windows for ARM-based systems.

• Steps for M1/M2:
  1. Acquire a Windows ARM ISO.
  2. Use Parallels Desktop (or similar software) to create a VM.
  3. Install and run Windows ARM within macOS.
• Note: Not all traditional Windows apps are compatible with Windows ARM.

Recommendations

• Heavy Users: Go with Boot Camp for dedicated Windows performance, if using an Intel Mac.
• Convenience: Virtualization like Parallels Desktop for easy switching and multitasking.
• Occasional Use: Cloud services or CrossOver.
• Apple Silicon Users: Parallels Desktop with Windows ARM is currently the best solution.

Choose based on your workload, hardware, and level of comfort with setup processes.