2026 Keyword Planner: Unearth Hidden Organic Growth

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Mastering the art of keyword research isn’t just about finding popular terms; it’s about uncovering the precise language your target audience uses to solve their problems, a foundational element in any successful digital marketing strategy. Are you truly prepared to unearth the hidden gems that will drive unprecedented organic growth?

Key Takeaways

  • Utilize the Google Keyword Planner to identify high-volume, low-competition keywords by filtering for search volume above 1,000 and competition below “Medium.”
  • Implement a competitor keyword analysis by inputting up to 10 competitor domains into Semrush’s Organic Research tool to uncover their top-performing search terms.
  • Prioritize long-tail keywords (3+ words) found in AnswerThePublic by analyzing the “Questions” and “Prepositions” visualizations for specific user intent.
  • Integrate identified keywords into content, meta descriptions, and image alt text, aiming for a natural keyword density of 0.5-1% for primary terms.
  • Regularly review keyword performance in Google Search Console, focusing on “Queries” with high impressions but low click-through rates (CTRs) for optimization opportunities.

As a digital strategist with over a decade in the trenches, I’ve seen countless businesses flounder because they guessed at what their audience wanted. Guessing is for charades, not for marketing budgets. The real secret? Data-driven keyword research. We’re going to walk through the exact process I use with my clients, focusing on the 2026 interface of Google Keyword Planner, a tool that, despite its quirks, remains indispensable.

Step 1: Setting Up Your Google Keyword Planner Workspace

Before we dive into the data, you need a proper workspace. This isn’t just about logging in; it’s about configuring the tool to give you actionable insights, not just a firehose of terms.

1.1 Accessing the Keyword Planner

  1. First, ensure you have an active Google Ads account. You don’t need to be running active campaigns to use the planner, but it’s where the tool lives.
  2. Log in to your Google Ads account.
  3. In the top navigation bar, locate and click Tools and Settings (represented by a wrench icon).
  4. From the dropdown menu, under the “Planning” column, select Keyword Planner.
  5. You’ll be presented with two options: “Discover new keywords” and “Get search volume and forecasts.” For our initial research, we’re going with Discover new keywords.

Pro Tip: Google sometimes buries the Keyword Planner if you’re a new account or haven’t used it much. If you can’t find it, try searching for “Keyword Planner” directly in the Google Ads search bar at the top of the interface. It usually pops right up.

Common Mistake: Many users jump straight into “Get search volume and forecasts” with a pre-conceived list. This limits your discovery. Always start with “Discover new keywords” to broaden your horizons.

Expected Outcome: You should now be on a screen with an input field where you can enter seed keywords or a website URL.

1.2 Configuring Your Target Settings

This is where precision begins. Generic data is useless. We need data relevant to your specific market.

  1. On the “Discover new keywords” page, look for the Location setting, usually a dropdown menu near the top left. Click it.
  2. Enter your target country (e.g., “United States”), specific states (e.g., “Georgia”), or even cities (e.g., “Atlanta”). For a local business, this is paramount. We recently worked with a client, “Atlanta Auto Glass Solutions” in the West Midtown area, and limiting our search to “Atlanta, Georgia” dramatically improved the relevance of our keyword suggestions.
  3. Once you’ve selected your desired locations, click Save.
  4. Next, check the Language setting. Ensure it matches your target audience’s primary language.
  5. (Optional but recommended for advanced users) Click the Date Range dropdown. While the default “Last 12 months” is often fine, if you’re in a highly seasonal industry, adjusting this to capture specific periods (e.g., Q4 for holiday shopping) can be insightful.

Pro Tip: For businesses serving a specific metropolitan area, don’t just pick the state. Go granular. The difference between “plumber Georgia” and “plumber Atlanta GA” in terms of intent and competition is massive.

Common Mistake: Forgetting to set the location, leading to global keyword data that’s irrelevant for a local or regional business. I had a client last year who was targeting “luxury handbags” globally, but their shipping only covered North America. We wasted weeks on keywords with huge volumes from Europe before we tightened the location settings.

Expected Outcome: Your keyword suggestions will now be filtered to reflect search behavior within your specified geographical and linguistic parameters.

Step 2: Uncovering Keyword Ideas with Seed Keywords and Competitor Analysis

Now for the fun part: finding the keywords themselves. This isn’t a one-and-done process; it’s iterative.

2.1 Brainstorming Seed Keywords

  1. In the “Discover new keywords” input field, enter 3-5 broad terms related to your product or service. Think like your customer. If you sell custom furniture, don’t just type “furniture.” Try “custom dining tables,” ” bespoke bookcases,” “handmade wooden chairs.”
  2. Click Get results.
  3. Google Keyword Planner will now present you with two main sections: “Keyword ideas” and “Refine keywords.” Focus on “Keyword ideas” first.

Pro Tip: Don’t censor yourself here. Enter anything that comes to mind. We’ll filter the noise later. Sometimes the most obvious terms are the ones you overlook.

Common Mistake: Entering only one or two very generic seed keywords. This limits the breadth of suggestions the tool can provide.

Expected Outcome: A long list of keyword suggestions, along with metrics like Average Monthly Searches, Competition, and Top of page bid (low range and high range).

2.2 Leveraging Competitor Websites for Keyword Inspiration

Your competitors have likely done some heavy lifting already. Why not learn from them?

  1. Back on the “Discover new keywords” screen, instead of entering seed keywords, click on the option Start with a website.
  2. Enter the URL of a direct competitor (e.g., if you sell artisan coffee, try a local competitor like “Chrome Yellow Trading Co.” in Atlanta’s Old Fourth Ward).
  3. Choose whether to “Use the entire site” or “Use only this page.” For initial discovery, I always recommend Use the entire site.
  4. Click Get results.

Pro Tip: Don’t just pick the biggest competitor. Sometimes smaller, niche competitors are ranking for incredibly specific, high-intent keywords that the giants overlook. Also, consider using a tool like Semrush or Ahrefs for a more comprehensive competitor analysis; they can reveal hundreds of keywords a competitor ranks for, including those Google Keyword Planner might miss. For more on this, check out our guide on Ahrefs SEO tactics.

Common Mistake: Only analyzing one competitor. You need a broader view. Aim for 3-5 direct competitors if possible.

Expected Outcome: A list of keywords that Google believes are relevant to your competitor’s website, giving you insights into their organic strategy.

Step 3: Filtering and Analyzing Your Keyword List

Raw data is just noise without analysis. This step is about refining your massive list into a manageable, actionable set of targets.

3.1 Applying Essential Filters

  1. On the “Keyword ideas” results page, look for the filter options above the keyword table.
  2. Click on Add filter.
  3. Select Average monthly searches. I generally set a minimum of 100 or 1,000, depending on the niche. For a brand new business, even 100-500 searches can be valuable. For established players, I often start at 1,000+.
  4. Add another filter for Competition. I almost always filter for “Low” or “Medium” competition first. Why bang your head against a brick wall trying to rank for “insurance” when “affordable car insurance for new drivers in Georgia” is far more attainable?
  5. (Optional but powerful) Add a filter for Keyword text. Use this to include specific brand names (yours or competitors’), product categories, or to exclude irrelevant terms. For instance, if you sell artisanal coffee beans but not coffee makers, you’d add “coffee maker” to the exclusion list.

Pro Tip: Don’t be afraid to experiment with these filters. Start broad, then narrow down. You might discover a niche with surprisingly high volume and low competition by playing with the search volume thresholds.

Common Mistake: Not using filters at all, or setting them too aggressively initially. You might miss valuable long-tail keywords if you filter for too high a search volume right away.

Expected Outcome: A refined list of keywords that meet your specified criteria for search volume and competition, making the list much more manageable.

3.2 Identifying Long-Tail Keywords and User Intent

This is where the real value lies. Short, fat keywords are often vanity metrics; long-tail keywords drive conversions.

  1. Scroll through your filtered keyword list. Pay close attention to phrases with three or more words. These are your long-tail keywords.
  2. Examine the keyword phrasing. Does it suggest a user looking for information (e.g., “how to fix a leaky faucet”) or someone ready to buy (e.g., “emergency plumber service Atlanta”)? This is inferring user intent.
  3. Look at the “Top of page bid (low range)” and “Top of page bid (high range)” columns. Higher bids often indicate higher commercial intent, meaning those keywords are valuable to advertisers because they lead to sales.
  4. Consider using a tool like AnswerThePublic in conjunction with Keyword Planner. Input some of your promising mid-tail keywords there, and it will generate a visual map of questions, prepositions, and comparisons related to your topic. This is gold for understanding exactly what your audience asks.

Pro Tip: Long-tail keywords often have lower search volume individually, but collectively, they can account for a significant portion of your traffic. More importantly, their conversion rates are typically much higher because they represent more specific user intent. I once helped a small accounting firm in Buckhead pivot from targeting “tax accountant” (impossible competition) to “CPA for small business Atlanta GA” and “quickbooks specialist Buckhead.” Within six months, their organic leads tripled.

Common Mistake: Obsessing over keywords with extremely high search volume and ignoring the valuable, high-intent long-tail phrases. Quality over quantity, always. You can also explore common marketing myths that often lead to these mistakes.

Expected Outcome: A prioritized list of keywords, including both foundational short-tail terms and highly specific, high-intent long-tail phrases, categorized by estimated search volume, competition, and inferred user intent.

Step 4: Exporting and Organizing Your Keyword Data

Your research isn’t done until it’s organized and ready for implementation.

4.1 Exporting Your Keyword List

  1. On the “Keyword ideas” page, above the keyword table, locate the Download keyword ideas button.
  2. Click it and choose Google Sheets or CSV. I prefer Google Sheets for easier collaboration and manipulation.
  3. Open the downloaded file.

Pro Tip: Exporting to Google Sheets allows you to easily share with content writers, ad specialists, or other team members. It also integrates well with other tools if you’re building a more complex content calendar.

Common Mistake: Just leaving the data in Keyword Planner. It needs to be in a format where you can annotate, sort, and prioritize easily.

Expected Outcome: A spreadsheet containing all your filtered keyword data, ready for further organization.

4.2 Structuring Your Keyword Spreadsheet

This is my personal workflow, honed over years of managing campaigns from small startups to Fortune 500 companies. It’s robust.

  1. Create new columns in your spreadsheet for:
    • Keyword Category/Topic Cluster: Group similar keywords together. For instance, “custom dining tables” and “bespoke wooden dining room furniture” would go under a “Dining Tables” cluster.
    • Content Idea: What kind of content would this keyword best serve? A blog post, a product page, a service page?
    • Target Page URL: Which existing or new page on your site will target this keyword (or cluster)?
    • Primary/Secondary Keyword: Designate one or two keywords as primary for a page, and others as secondary.
    • Current Rank (if applicable): If you’re updating existing content, note its current ranking position for this term.
    • Notes: Any specific thoughts or instructions for content creation.
  2. Sort your keywords by Average monthly searches (descending) and then by Competition (ascending) to identify high-volume, lower-competition terms first.
  3. Begin populating the new columns, assigning keywords to content clusters and outlining potential content ideas.

Pro Tip: Don’t try to cram too many primary keywords onto one page. One to three primary keywords per page, along with several secondary, semantically related terms, is generally a good rule of thumb. Remember, Google’s algorithms are sophisticated; they understand context. Focus on answering the user’s query comprehensively.

Common Mistake: Creating a massive, unsorted list and then trying to implement it without a clear content strategy. This leads to keyword cannibalization (multiple pages competing for the same keyword) and diluted effort.

Expected Outcome: A well-organized, actionable keyword plan that directly informs your content strategy, mapping specific keywords to specific content pieces and their purpose.

Step 5: Implementing and Monitoring Your Keyword Strategy

Keyword research isn’t a static exercise. It’s a continuous cycle of implementation, measurement, and refinement.

5.1 Integrating Keywords into Your Content

Once you have your prioritized list, it’s time to put those keywords to work. This isn’t about keyword stuffing; it’s about natural integration.

  1. For each target page, ensure your primary keyword appears naturally in the page title ( tag)</strong>, the <strong>H1 heading</strong>, and the <strong>meta description</strong>.</li> <li>Sprinkle your primary and secondary keywords throughout the body copy, aiming for a natural flow. Don’t force them.</li> <li>Include keywords in <strong>subheadings (H2, H3)</strong> where appropriate.</li> <li>Use keywords in <strong>image alt text</strong> and <strong>file names</strong>.</li> <li>Internally link from other relevant pages on your site to your new or updated content, using your target keywords as anchor text.</li> </ol> <p><strong>Pro Tip:</strong> Focus on writing for humans first, search engines second. If your content is genuinely helpful and answers the user’s query, Google will reward you. A good rule of thumb for keyword density is around 0.5-1% for your primary keyword – anything more starts to feel unnatural.</p> <p><strong>Common Mistake:</strong> Over-optimizing or “keyword stuffing.” This used to work, but now it’s a surefire way to get penalized by search engines. Write naturally.</p> <p><strong>Expected Outcome:</strong> High-quality, keyword-rich content that clearly communicates its topic to both users and search engines.</p> <h3>5.2 Monitoring Performance with Google Search Console</h3> <p>The work doesn’t end when the content is published. You need to see if your efforts are paying off.</p> <ol> <li>Log in to <a href="https://search.google.com/search-console/" target="_blank" rel="noopener">Google Search Console</a>.</li> <li>In the left-hand navigation, click <strong>Performance</strong>, then <strong>Search results</strong>.</li> <li>Under the “Queries” tab, you’ll see the actual keywords people used to find your site.</li> <li>Filter by <strong>Page</strong> to see which keywords are driving traffic to your newly optimized content.</li> <li>Pay close attention to keywords with high <strong>Impressions</strong> but low <strong>Click-Through Rate (CTR)</strong>. These are opportunities. It means people are seeing your content in search results, but not clicking. This often indicates your title tag or meta description isn’t compelling enough, or your content isn’t truly matching the search intent. Learn more about improving your <a href="https://ppcgrowthstudio.com/ga4-conversion-tracking-boost-roi-by-30-in-2026/">GA4 conversion tracking</a> for better insights.</li> </ol> <p><strong>Pro Tip:</strong> Use the data from Search Console to continually refine your strategy. If a page is ranking well for an unexpected keyword, consider optimizing it further for that term. If a target keyword isn’t performing, revisit your content or consider creating new, more focused content. This iterative process is what separates good SEOs from great ones.</p> <p><strong>Common Mistake:</strong> Publishing content and never checking its performance. SEO is an ongoing process, not a one-time task.</p> <p><strong>Expected Outcome:</strong> Ongoing insights into your keyword performance, allowing you to identify new opportunities, optimize underperforming content, and measure the real-world impact of your keyword research.</p> <p>By diligently following these steps and embracing a data-driven approach to showcasing specific tactics like keyword research, you’ll transform your marketing efforts from hopeful guesses to strategic victories.</p> <div class="faq-section"> <div class="faq-item"> <h3 class="faq-question">How often should I conduct keyword research?</h3> <div class="faq-answer"> <p>I recommend a comprehensive keyword audit at least once a year, with more frequent, smaller-scale research for specific campaigns or new content initiatives. The digital landscape changes rapidly, so staying current with search trends and competitor movements is essential.</p> </div> </div> <div class="faq-item"> <h3 class="faq-question">What’s the difference between short-tail and long-tail keywords?</h3> <div class="faq-answer"> <p><strong>Short-tail keywords</strong> are typically 1-2 words (e.g., “marketing strategy”). They have high search volume but are very competitive and often have broad, ambiguous user intent. <strong>Long-tail keywords</strong> are 3+ words (e.g., “digital marketing strategy for small businesses”). They have lower individual search volume but are less competitive and indicate much clearer, often commercial, user intent, leading to higher conversion rates.</p> </div> </div> <div class="faq-item"> <h3 class="faq-question">Can I do keyword research without Google Ads?</h3> <div class="faq-answer"> <p>While the Google Keyword Planner is part of Google Ads, you don’t need to run active campaigns to use it. You just need an active Google Ads account. However, there are many other excellent keyword research tools like Semrush, Ahrefs, and Ubersuggest that offer more features and insights, often for a subscription fee.</p> </div> </div> <div class="faq-item"> <h3 class="faq-question">Is “competition” in Google Keyword Planner reliable?</h3> <div class="faq-answer"> <p>The “Competition” metric in Google Keyword Planner specifically refers to competition among advertisers bidding on that keyword in Google Ads. While it can be an indicator of organic competition (high ad competition often means high organic competition), it’s not a direct measure. For organic competition, I rely more on domain authority metrics from tools like Semrush or Ahrefs, looking at the strength of sites already ranking for that term.</p> </div> </div> <div class="faq-item"> <h3 class="faq-question">How do I handle keywords with very low search volume?</h3> <div class="faq-answer"> <p>Don’t dismiss them outright! If a keyword has very low search volume (e.g., 10-50 searches per month) but extremely high commercial intent and relevance to your niche, it can still be incredibly valuable. These often represent highly specific problems your product or service solves. Focus on grouping these into content clusters where a single, comprehensive page can address several related low-volume, high-intent queries.</p> </div> </div> </div> </div> <div class="share-buttons"> <span class="share-label">Share:</span> <a href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fppcgrowthstudio.com%2F2026-keyword-planner-unearth-hidden-organic-growth%2F" class="share-btn facebook" target="_blank" rel="noopener noreferrer" aria-label="Share on Facebook"> <svg width="18" height="18" viewBox="0 0 24 24" fill="currentColor"><path d="M18 2h-3a5 5 0 00-5 5v3H7v4h3v8h4v-8h3l1-4h-4V7a1 1 0 011-1h3z"/></svg> <span>Facebook</span> </a> <a href="https://twitter.com/intent/tweet?url=https%3A%2F%2Fppcgrowthstudio.com%2F2026-keyword-planner-unearth-hidden-organic-growth%2F&text=2026+Keyword+Planner%3A+Unearth+Hidden+Organic+Growth" class="share-btn twitter" target="_blank" rel="noopener noreferrer" aria-label="Share on Twitter"> <svg width="18" height="18" viewBox="0 0 24 24" fill="currentColor"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"/></svg> <span>Twitter</span> </a> <a href="https://pinterest.com/pin/create/button/?url=https%3A%2F%2Fppcgrowthstudio.com%2F2026-keyword-planner-unearth-hidden-organic-growth%2F&media=https%3A%2F%2Fppcgrowthstudio.com%2Fwp-content%2Fuploads%2Fsites%2F37%2F2026%2F04%2Fppc-roi-teardown-how-a-law-firm-doubled-ad-returns-featured.png&description=2026+Keyword+Planner%3A+Unearth+Hidden+Organic+Growth" class="share-btn pinterest" target="_blank" rel="noopener noreferrer" aria-label="Share on Pinterest"> <svg width="18" height="18" viewBox="0 0 24 24" fill="currentColor"><path d="M12 0C5.373 0 0 5.372 0 12c0 5.084 3.163 9.426 7.627 11.174-.105-.949-.2-2.405.042-3.441.218-.937 1.407-5.965 1.407-5.965s-.359-.719-.359-1.782c0-1.668.967-2.914 2.171-2.914 1.023 0 1.518.769 1.518 1.69 0 1.029-.655 2.568-.994 3.995-.283 1.194.599 2.169 1.777 2.169 2.133 0 3.772-2.249 3.772-5.495 0-2.873-2.064-4.882-5.012-4.882-3.414 0-5.418 2.561-5.418 5.207 0 1.031.397 2.138.893 2.738a.36.36 0 01.083.345l-.333 1.36c-.053.22-.174.267-.402.161-1.499-.698-2.436-2.889-2.436-4.649 0-3.785 2.75-7.262 7.929-7.262 4.163 0 7.398 2.967 7.398 6.931 0 4.136-2.607 7.464-6.227 7.464-1.216 0-2.359-.632-2.75-1.378l-.748 2.853c-.271 1.043-1.002 2.35-1.492 3.146C9.57 23.812 10.763 24 12 24c6.627 0 12-5.373 12-12 0-6.628-5.373-12-12-12z"/></svg> <span>Pinterest</span> </a> <a href="https://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Fppcgrowthstudio.com%2F2026-keyword-planner-unearth-hidden-organic-growth%2F&title=2026+Keyword+Planner%3A+Unearth+Hidden+Organic+Growth" class="share-btn linkedin" target="_blank" rel="noopener noreferrer" aria-label="Share on LinkedIn"> <svg width="18" height="18" viewBox="0 0 24 24" fill="currentColor"><path d="M16 8a6 6 0 016 6v7h-4v-7a2 2 0 00-2-2 2 2 0 00-2 2v7h-4v-7a6 6 0 016-6zM2 9h4v12H2zM4 6a2 2 0 100-4 2 2 0 000 4z"/></svg> <span>LinkedIn</span> </a> <button class="share-btn copy-link" onclick="navigator.clipboard.writeText('https://ppcgrowthstudio.com/2026-keyword-planner-unearth-hidden-organic-growth/').then(function(){this.querySelector('span').textContent='Copied!'}.bind(this))"> <svg width="18" height="18" viewBox="0 0 24 24" fill="currentColor"><path d="M10 13a5 5 0 007.54.54l3-3a5 5 0 00-7.07-7.07l-1.72 1.71M14 11a5 5 0 00-7.54-.54l-3 3a5 5 0 007.07 7.07l1.71-1.71"/><path d="M10 13a5 5 0 007.54.54l3-3a5 5 0 00-7.07-7.07l-1.72 1.71" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"/><path d="M14 11a5 5 0 00-7.54-.54l-3 3a5 5 0 007.07 7.07l1.71-1.71" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg> <span>Copy Link</span> </button> </div> <div class="article-feedback" id="article-feedback"> <span class="feedback-question">Was this article helpful?</span> <button class="feedback-btn feedback-yes" data-vote="yes" aria-label="Yes"> <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M14 9V5a3 3 0 00-3-3l-4 9v11h11.28a2 2 0 002-1.7l1.38-9a2 2 0 00-2-2.3H14z"/><path d="M7 22H4a2 2 0 01-2-2v-7a2 2 0 012-2h3"/></svg> Yes </button> <button class="feedback-btn feedback-no" data-vote="no" aria-label="No"> <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M10 15v4a3 3 0 003 3l4-9V2H5.72a2 2 0 00-2 1.7l-1.38 9a2 2 0 002 2.3H10z"/><path d="M17 2h2.67A2.31 2.31 0 0122 4v7a2.31 2.31 0 01-2.33 2H17"/></svg> No </button> </div> <script> (function(){ var fb = document.getElementById('article-feedback'); 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He currently serves as the Director of Marketing Innovation at Stellaris Solutions, where he leads a team focused on developing cutting-edge marketing campaigns. Prior to Stellaris, Anna honed his expertise at Zenith Marketing Group, specializing in data-driven marketing strategies. Anna is recognized for his ability to translate complex market trends into actionable insights, resulting in significant ROI for his clients. 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All rights reserved. </div> <nav class="footer-nav" role="navigation"> </nav> </div> </div> </footer> <script id="sat-tts-script"> (function(){ if (!('speechSynthesis' in window) || !('SpeechSynthesisUtterance' in window)) { document.querySelectorAll('.sat-tts-player').forEach(function(el){ el.setAttribute('data-state', 'unsupported'); var t = el.querySelector('.sat-tts-title-text'); var i18n = el.querySelector('.sat-tts-i18n'); if (t && i18n) t.textContent = i18n.dataset.unsupported; }); return; } var player = document.querySelector('.sat-tts-player[data-sat-tts]'); if (!player) return; var contentRoot = document.querySelector('.post-content') || document.querySelector('article .single-post-main') || document.querySelector('article'); if (!contentRoot) return; var toggleBtn = player.querySelector('.sat-tts-toggle'); var rateBtn = player.querySelector('.sat-tts-rate'); var titleText = player.querySelector('.sat-tts-title-text'); var progressEl = player.querySelector('.sat-tts-progress-fill'); var i18n = player.querySelector('.sat-tts-i18n'); var STORAGE_KEY = 'sat_tts_v1_' + (location.pathname || '/'); var RATE_CYCLE = [1, 1.25, 1.5, 2, 0.85]; // ── Build chunks ───────────────────────────────────────────── // Strip HTML to a clean, sequential text array. We skip elements // that read awkwardly aloud (figures, embedded video/audio, the // related-callout sidebars, FAQ schema-heavy sections, code). function buildChunks(root) { var clone = root.cloneNode(true); // Remove things we never want spoken. clone.querySelectorAll( 'script,style,figure,iframe,video,audio,svg,noscript,' + 'aside,.related-callout,.sidebar-share,.sat-tts-player,' + '.article-feedback,.author-bio,.post-tags,.read-next-bar,' + '.post-navigation,.related-posts,form,nav,.toc-container' ).forEach(function(n){ n.parentNode && n.parentNode.removeChild(n); }); var blockSel = 'h1,h2,h3,h4,h5,h6,p,li,blockquote,td,th,dt,dd'; var blocks = clone.querySelectorAll(blockSel); var chunks = []; blocks.forEach(function(b){ var t = (b.textContent || '').replace(/\s+/g, ' ').trim(); if (!t) return; // Long paragraphs: break on sentence boundaries so Chrome // doesn't silently drop after ~15s of a single utterance. if (t.length > 220) { var sentences = t.match(/[^.!?]+[.!?]+(?:\s|$)|[^.!?]+$/g) || [t]; var buf = ''; sentences.forEach(function(s){ s = s.trim(); if (!s) return; if ((buf + ' ' + s).trim().length > 220 && buf) { chunks.push(buf.trim()); buf = s; } else { buf = (buf ? buf + ' ' : '') + s; } }); if (buf.trim()) chunks.push(buf.trim()); } else { chunks.push(t); } }); return chunks; } var chunks = buildChunks(contentRoot); if (chunks.length === 0) return; var totalChars = chunks.reduce(function(a,c){ return a + c.length; }, 0); // ── State machine ─────────────────────────────────────────── var state = { playing: false, paused: false, chunkIndex: 0, charsSpoken: 0, rate: 1, voice: null, currentUtter: null, }; try { var saved = JSON.parse(localStorage.getItem(STORAGE_KEY) || 'null'); if (saved && typeof saved.chunkIndex === 'number' && saved.chunkIndex < chunks.length) { state.chunkIndex = saved.chunkIndex; state.charsSpoken = saved.charsSpoken || 0; state.rate = saved.rate || 1; } } catch (e) {} applyRate(state.rate); updateProgress(); // ── Voice selection ───────────────────────────────────────── // speechSynthesis populates voices async on most browsers. The // picker: // 1. filters by html lang prefix (en/es/...) // 2. drops novelty/character voices (Apple ships ~30 of them // and they sort BEFORE the natural ones on macOS, which is // why an unguarded pool[0] fallback ends up reading // Spanish articles in Eddy/Flo/Reed instead of Mónica) // 3. ranks survivors by an explicit per-language preference // list of high-quality voices, with a fallback that prefers // `localService` (built-in premium) over remote voices. var NOVELTY_NAME_RE = /^(Albert|Bad News|Bahh|Bells|Boing|Bubbles|Cellos|Deranged|Good News|Hysterical|Pipe Organ|Trinoids|Whisper|Wobble|Zarvox|Eddy|Flo|Grandma|Grandpa|Jester|Junior|Kathy|Organ|Princess|Ralph|Reed|Rocko|Sandy|Shelley|Superstar|Vicki|Victoria|Bahh|Boing|Cellos)\b/i; var PREFERRED_BY_LANG = { es: [ // macOS / iOS premium Spanish voices (best quality) /^M[oó]nica/i, // es-ES, very natural /^Paulina/i, // es-MX, very natural /^Jorge\b/i, // es-ES /^Diego\b/i, // es-AR /^Juan\b/i, // Microsoft Edge / Windows neural Spanish voices /Microsoft.*\b(Elvira|Dalia|Alvaro|Jorge|Helena|Sabina)\b.*Online/i, /Microsoft.*\b(Elvira|Dalia|Alvaro)\b/i, // Google Spanish (Chrome desktop, Android) /^Google\s+espa[ñn]ol(?:\s+de\s+(?:M[eé]xico|Estados Unidos))?$/i, /^Google\s+espa[ñn]ol/i, ], en: [ /^Google\s.*(US|UK|English)/i, /^Microsoft.*(Aria|Jenny|Guy|Ryan|Davis)\b.*Online/i, /^Microsoft.*(Aria|Jenny|Guy|Ryan|Davis)\b/i, /^Samantha$/i, /^Alex$/i, /English/i, ], }; function scoreVoice(v, preferredList) { for (var i = 0; i < preferredList.length; i++) { if (preferredList[i].test(v.name)) { // Earlier list entries score higher. localService gets a // small bump so a built-in voice wins over a remote one // when both match the same pattern. return 1000 - i * 10 + (v.localService ? 1 : 0); } } // No name match — still prefer non-novelty + localService. return (v.localService ? 1 : 0); } function pickVoice() { var voices = speechSynthesis.getVoices() || []; if (voices.length === 0) return null; var lang = (document.documentElement.lang || 'en').toLowerCase().split('-')[0]; var pool = voices.filter(function(v){ return (v.lang || '').toLowerCase().indexOf(lang) === 0; }); if (pool.length === 0) pool = voices; // Strip novelty voices unless that leaves us with nothing. var filtered = pool.filter(function(v){ return !NOVELTY_NAME_RE.test(v.name); }); if (filtered.length > 0) pool = filtered; var preferredList = PREFERRED_BY_LANG[lang] || PREFERRED_BY_LANG.en; var best = null, bestScore = -Infinity; pool.forEach(function(v){ var s = scoreVoice(v, preferredList); if (s > bestScore) { bestScore = s; best = v; } }); return best || pool[0]; } if (typeof speechSynthesis.addEventListener === 'function') { speechSynthesis.addEventListener('voiceschanged', function(){ state.voice = pickVoice(); }); } state.voice = pickVoice(); // ── Utterance queue ───────────────────────────────────────── function speakNext() { if (state.chunkIndex >= chunks.length) { stopAll(true); return; } var u = new SpeechSynthesisUtterance(chunks[state.chunkIndex]); u.rate = state.rate; u.pitch = 1; u.volume = 1; // Setting `lang` explicitly is what triggers the Spanish // synthesis backend on Chrome/Edge (which shipped neural // Spanish voices that aren't always exposed via getVoices // until referenced). When `voice` is set we prefer the // voice's own lang to avoid a mismatch. if (state.voice) { u.voice = state.voice; if (state.voice.lang) u.lang = state.voice.lang; } else { u.lang = (document.documentElement.lang || 'en'); } u.onend = function() { if (!state.playing) return; state.charsSpoken += chunks[state.chunkIndex].length; state.chunkIndex += 1; persist(); updateProgress(); if (state.chunkIndex < chunks.length) { speakNext(); } else { stopAll(true); } }; u.onerror = function(ev) { if (ev && ev.error === 'interrupted') return; state.playing = false; state.paused = false; state.currentUtter = null; renderState(); }; u.onboundary = function(ev) { if (ev && typeof ev.charIndex === 'number') { var partial = state.charsSpoken + Math.min(ev.charIndex, chunks[state.chunkIndex].length); var pct = Math.min(100, (partial / totalChars) * 100); progressEl.style.width = pct + '%'; } }; state.currentUtter = u; speechSynthesis.speak(u); } function play() { if (state.paused) { speechSynthesis.resume(); state.paused = false; state.playing = true; renderState(); return; } // Some browsers leave the queue stuck after a previous error; // cancel before starting fresh. try { speechSynthesis.cancel(); } catch (e) {} state.playing = true; state.paused = false; renderState(); speakNext(); } function pause() { if (!state.playing) return; try { speechSynthesis.pause(); } catch (e) {} state.paused = true; state.playing = false; persist(); renderState(); } function stopAll(reset) { try { speechSynthesis.cancel(); } catch (e) {} state.playing = false; state.paused = false; state.currentUtter = null; if (reset) { state.chunkIndex = 0; state.charsSpoken = 0; progressEl.style.width = '0%'; try { localStorage.removeItem(STORAGE_KEY); } catch (e) {} } renderState(); } // ── Rate cycle ───────────────────────────────────────────── function applyRate(r) { state.rate = r; rateBtn.textContent = r.toFixed(2).replace(/\.?0+$/, '') + 'x'; persist(); } rateBtn.addEventListener('click', function(){ var i = RATE_CYCLE.indexOf(state.rate); var next = RATE_CYCLE[(i + 1) % RATE_CYCLE.length]; applyRate(next); // If currently playing, restart the current chunk at the // new rate (Web Speech doesn't let you change rate mid-utter). if (state.playing && state.currentUtter) { stopAll(false); state.playing = true; renderState(); speakNext(); } }); toggleBtn.addEventListener('click', function(){ if (state.playing) { pause(); } else { play(); } }); // ── Chrome 15-second cutoff workaround ───────────────────── // Chrome stops Web Speech after ~15s of continuous output. We // ping pause+resume every 10s while playing to keep the queue // alive. Harmless on browsers that don't need it. setInterval(function(){ if (state.playing && !state.paused) { try { speechSynthesis.pause(); speechSynthesis.resume(); } catch (e) {} } }, 10000); // ── Persistence + UI ─────────────────────────────────────── function persist() { try { localStorage.setItem(STORAGE_KEY, JSON.stringify({ chunkIndex: state.chunkIndex, charsSpoken: state.charsSpoken, rate: state.rate, })); } catch (e) {} } function updateProgress() { var pct = totalChars ? 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