Text equivalents are the written versions of visual content. They turn what a diagram, table, chart, or screenshot communicates into language that people and machines can understand without relying on the image alone. If someone cannot see a visual clearly, uses assistive technology, reads in a text-only environment, or depends on summaries, text equivalents preserve the meaning that would otherwise be lost.
That alone makes them important. But today, they do even more.
Text equivalents also help search engines, answer engines, and AI systems interpret your content accurately. They improve accessibility, strengthen content quality, and make information easier to find, extract, summarize, translate, and reuse. In other words, learning how to add text equivalents for diagrams, tables, and screenshots is no longer just a usability task. It is a publishing advantage.
In an environment shaped by SEO, AEO, AIO, and GEO, that advantage matters. Search engines can index visual information more precisely. Answer engines can pull clearer responses. AI systems can summarize content with fewer errors. Generative systems can rely on explicit text instead of trying to infer meaning from pixels.
A workflow diagram, a comparison table, or a screenshot of a warning message all contain meaning tied to how the visual is presented. If that meaning never appears in text, readers lose context and machines lose structure. The result is predictable: weaker accessibility, lower discoverability, less accurate retrieval, and less useful content overall.
This guide explains how to add text equivalents for diagrams, tables, and screenshots in a practical, repeatable way. The goal is not to describe every visual detail. The goal is to capture the function, meaning, and structure of the visual so both people and systems can understand it quickly and accurately.
Why Text Equivalents Matter for Accessibility, SEO, and AI
Visual elements often do more than decorate a page. They may:
- Explain a process
- Present exact values or comparisons
- Show a screen state at a specific moment
- Demonstrate relationships or dependencies
- Support a claim with evidence
- Show a user where to click next
- Display an error, alert, or confirmation
Text equivalents should reflect that role. A weak label such as “image of a chart” or “screenshot of a page” does not preserve the actual message. It leaves readers guessing and gives machines too little information to work with.
That creates several common problems:
- Screen reader users hear generic descriptions that miss the point
- Readers under time pressure cannot extract the key takeaway quickly
- Search engines cannot index the underlying information well
- Answer engines may fail to surface the content for relevant queries
- AI systems may retrieve or summarize incomplete details
- Translation tools struggle because the important meaning was never expressed in text
Strong text equivalents solve those problems by making content portable. The visual still has value, but the text carries the same core information across formats, interfaces, and systems.
That is why understanding how to add text equivalents for diagrams, tables, and screenshots is valuable not only for accessibility teams, but also for editors, SEO specialists, marketers, UX writers, technical writers, product teams, educators, and anyone responsible for digital publishing.
How to Add Text Equivalents for Diagrams, Tables, and Screenshots Effectively
The best text equivalents are not written from a visual-first mindset. They are written from a meaning-first mindset.
Before describing any visual, ask:
- Why is this visual here?
- What information does the reader need from it?
- What structure or sequence matters?
- What details can be omitted without losing meaning?
Those questions help you avoid the two most common mistakes: saying too little and saying too much.
A good text equivalent should do four things:
- State the visual’s purpose
- Capture the essential information
- Preserve important structure
- Use clear, plain language
If the visual is a flowchart, the structure may be sequence and branching. If it is a table, the structure may be row and column relationships. If it is a screenshot, the structure may be the interface state and exact visible message.
Core Principle: Same Function, Same Meaning
The simplest rule is this: the text should provide the same function and the same meaning as the visual.
That does not mean the text must recreate every design feature. It means someone reading the text should understand what the image is doing.
For example:
- If a diagram explains approval logic, the text should explain the approval logic.
- If a table compares product pricing, the text should preserve the comparison and units.
- If a screenshot shows a failed login message, the text should include the failed state and the message itself.
This principle keeps your writing focused. You are not documenting decoration. You are preserving meaning.
General Principles for Writing Better Text Equivalents
Before looking at specific formats, it helps to follow a few shared best practices.
Start With Purpose
Every visual has a job. Identify that job first.
Ask whether the visual is meant to:
- Explain a process
- Compare data
- Show evidence
- Demonstrate a screen state
- Highlight a problem
- Support an instruction
Your first sentence should reflect that purpose.
Be Concise, but Not Vague
Concise does not mean incomplete. A short description that leaves out the key point is not useful.
Weak example:
Bar chart with several bars.
Better example:
Bar chart showing monthly sales increasing from January through June, with the highest value in May.
The second version is still brief, but it communicates the takeaway.
Prefer Functional Language Over Purely Visual Language
Avoid relying too heavily on position-based phrases such as “on the left” or “in the corner” unless layout is essential.
Prefer wording like:
- The first column lists departments
- The alert message appears above the form
- The final step leads to approval
- The Security tab is open
This is clearer for people and easier for machines to interpret.
Keep Terminology Consistent
If the surrounding content uses the term “customer account,” do not switch to “user profile” unless the meaning truly changes. Terminology consistency improves comprehension and helps search engines and AI systems match entities correctly.
Write for Humans First
The clearest text equivalents usually perform best for accessibility and optimization alike. Human clarity supports search visibility, answer extraction, AI retrieval, and generative reuse. If a person can understand your wording quickly, machines usually can too.
How to Add Text Equivalents for Diagrams
Diagrams often show relationships, order, hierarchy, logic, or movement. Common examples include flowcharts, timelines, organization charts, network diagrams, lifecycle diagrams, system architecture visuals, and concept maps.
A strong text equivalent for a diagram should preserve:
- The main process or storyline
- The important components
- The order of events or steps
- Any decision points or branches
- The final outcomes
How to Add Text Equivalents for Diagrams With a Purpose-First Approach
1. Identify the Diagram Type and Its Job
Different diagram types require different emphasis.
- Flowchart: process steps and branch logic
- Timeline: chronological order and major milestones
- Org chart: reporting relationships and hierarchy
- System diagram: components and connections
- Concept map: ideas and how they relate
Knowing the diagram type helps you decide what matters most.
2. Open With a Summary Sentence
Your first sentence should tell the reader what the diagram shows.
Examples:
- Flowchart showing the process for submitting and approving a travel request
- Timeline showing major policy updates from 2021 to 2024
- System diagram showing how a web app connects to authentication, payment, and database services
This gives immediate context and improves relevance for answer engines and AI systems.
3. Describe the Key Steps or Relationships in Order
After the summary, explain the logic in a sequence that matches the diagram.
For a workflow, that might be:
- Employee submits a request
- Manager reviews the request
- Approved requests go to finance
- Rejected requests return to the employee
- Finance issues reimbursement after approval
That mirrors how people naturally process flow diagrams.
4. Make Branching Logic Explicit
Many diagrams matter because they show what happens under different conditions. Do not leave those decisions implied.
For example:
If the application is complete, it moves to review. If required information is missing, the applicant must revise and resubmit.
That is far more useful than simply mentioning boxes and arrows.
5. Add a Longer Explanation When Needed
Dense diagrams often need two layers:
- A short text equivalent for quick understanding
- A longer adjacent explanation for full detail
Short version:
System diagram showing checkout data moving between the website, payment gateway, and order database.
Longer version:
The website sends order details to the payment gateway for authorization. If payment succeeds, the gateway returns a confirmation to the website. The site then stores the order in the database and sends a confirmation email to the customer.
This layered approach supports scanning readers, screen reader users, and machine extraction systems.
Diagram Example
Suppose a flowchart shows this sequence:
- Customer submits a support ticket
- Support reviews and triages the ticket
- Urgent issues are escalated to engineering
- Standard issues are answered by support
- The ticket closes after resolution
A strong text equivalent would be:
Flowchart showing the support ticket process: customer submission, triage by support, escalation of urgent issues to engineering, direct response for standard issues, and ticket closure after resolution.
That preserves sequence, logic, and outcome without wasting words on decorative details.
How to Add Text Equivalents for Tables
Tables are different from diagrams because their value comes from structured relationships between rows and columns. A table may compare plans, list milestones, show metrics over time, or organize categories with associated values.
The best text equivalent for a table usually combines structure and summary.
How to Add Text Equivalents for Tables While Preserving Structure and Meaning
1. Use Real Table Markup Whenever Possible
If your format supports semantic tables, use them. Proper table markup helps screen readers, search engines, and AI systems interpret:
- Row and column boundaries
- Header relationships
- Category groupings
- Cell associations
In many cases, correct structure is the most important text equivalent a table can have.
2. Add a Concise Summary
A table often answers a specific question. The summary should tell readers what the table demonstrates.
Examples:
- The IT department has the highest budget and the largest annual increase.
- The premium plan includes the shortest response time and the highest storage limit.
- Revenue increased in every quarter except Q2.
This frames the table’s meaning without replacing the data.
3. Preserve Relationships Instead of Flattening Data
Turning a table into a long string of values usually makes it harder to understand.
Poor version:
Operations 120000 8 percent marketing 90000 minus 3 percent IT 150000 12 percent.
Better version:
The IT department has the largest budget at $150,000 and the highest year-over-year increase at 12%, while marketing is the only department with a decline.
That is easier for people to scan and easier for AI systems to interpret accurately.
4. Explain Complex Structures When Needed
Some tables include:
- Merged cells
- Multi-level headers
- Grouped sections
- Footnotes
- Eligibility notes or exceptions
If those features affect interpretation, mention them.
Example:
The table compares quarterly revenue across three regions. The first header row groups columns by quarter, and the second header row lists product categories within each quarter.
That added context preserves the table’s logic.
5. Include Units, Dates, and Exceptions
Numbers alone are not enough. Your text equivalent should include:
- Units such as dollars, percentages, hours, or kilograms
- Date ranges or reporting periods
- Thresholds, exceptions, or notes that change interpretation
Without these details, readers may misinterpret the data.
Table Example
Suppose a table lists project milestones:
- Draft scope — Project lead — March 4
- Review draft — Legal — March 11
- Final approval — Director — March 18
A strong text equivalent would be:
Project milestone table showing three steps: draft scope by the project lead on March 4, legal review on March 11, and final approval by the director on March 18.
This preserves sequence, ownership, and dates in a compact form.
How to Add Text Equivalents for Screenshots
Screenshots often capture a user interface at a specific moment. They may show a settings page, a success state, an error message, a completed form, or the location of a button or menu.
Because screenshots are tied to context, a strong text equivalent should explain both what is visible and why it matters.
How to Add Text Equivalents for Screenshots Based on Purpose
1. Identify Why the Screenshot Is Included
A screenshot may be:
- Informational, showing where something is
- Instructional, showing what to click or enter
- Evidentiary, showing an exact error or system state
- Confirmatory, showing success after an action
The purpose tells you which details to include.
2. Transcribe Important Visible Text Exactly
If a screenshot contains key wording, especially an alert, confirmation, or error message, include it exactly when possible.
Example:
Error message: “Your session has expired. Please sign in again.”
That is much more useful than saying only:
Screenshot of an error page.
Exact wording matters for troubleshooting, accessibility, search matching, and AI interpretation.
3. Describe the Interface State
A screenshot is not just a collection of elements. It captures a state.
Include details such as:
- The page title
- Which tab is open
- Whether fields are complete or invalid
- Whether a toggle is enabled or disabled
- Whether the action succeeded or failed
Examples:
- Screenshot of the account settings page with the Security tab open
- Screenshot of the checkout form showing an invalid card number entry
- Screenshot of the dashboard after successful login
This gives readers the context they need.
4. Include Only Relevant Interface Elements
Most screenshots contain extra material such as logos, navigation bars, side panels, or footers. Mention only what supports the screenshot’s purpose.
Usually the most important elements are:
- Page title
- Relevant fields or controls
- Status messages
- Buttons or links being discussed
- Selected tabs or settings
Leave out interface clutter unless it changes the meaning.
5. Use Captions and Surrounding Text Strategically
If the caption already explains the screenshot’s role, the text equivalent should complement it rather than repeat it word for word.
Caption:
Figure 3. Notification settings with email alerts enabled.
Text equivalent:
Screenshot of the notification settings page showing email alerts turned on.
This keeps the content efficient while preserving meaning.
Screenshot Example
Suppose a screenshot shows:
- Page title: Reset Password
- Fields: Email address, New password, Confirm password
- Button: Save changes
- Message: Password must be at least 12 characters
A strong text equivalent would be:
Screenshot of the Reset Password page with fields for email address, new password, and confirm password, plus a Save changes button and a notice stating that passwords must be at least 12 characters.
That captures the page purpose, controls, and important rule.
Writing Text Equivalents for Accessibility and AI at the Same Time
You usually do not need one version for accessibility and another for machines. In most cases, the same well-written text equivalent supports both.
Clear text equivalents help:
- Screen readers present visual information meaningfully
- Search engines index the topic and details
- Answer engines extract direct responses
- AI systems summarize or retrieve the correct facts
- Translation systems preserve intent across languages
- Knowledge systems map entities, actions, and relationships accurately
That is one reason why learning how to add text equivalents for diagrams, tables, and screenshots has become so important in modern content operations. It improves usability and discoverability at the same time.
How Text Equivalents Support SEO, AEO, AIO, and GEO
Text equivalents strengthen content across multiple optimization layers.
SEO Benefits
Search engines understand text more reliably than images alone. When a diagram, table, or screenshot includes a strong text equivalent, the underlying meaning becomes indexable. That can improve rankings for relevant queries and increase visibility for long-tail searches.
AEO Benefits
Answer engines favor content that expresses information directly and clearly. A good text equivalent can turn a visual into an answerable passage, increasing the chance that the content will surface in direct responses.
AIO Benefits
Artificial Intelligence Optimization depends on clear, machine-friendly meaning. Text equivalents reduce ambiguity, improve grounding, and give AI systems more accurate material for extraction, retrieval, and summarization.
GEO Benefits
Generative Engine Optimization is about making content usable in AI-generated responses. Text equivalents help generative systems understand sequence, comparison, process, and interface states instead of guessing from images. That leads to more reliable reuse.
Common Mistakes to Avoid
Even experienced editors make the same errors repeatedly.
Describing Appearance Instead of Meaning
Weak:
Blue box on the right with arrows pointing down.
Better:
Decision step showing that approved requests move to finance.
Appearance matters only when layout itself carries meaning.
Repeating the Caption Without Adding Value
If the caption says “Revenue by quarter,” the text equivalent should add the key takeaway, such as the overall trend or highest quarter.
Copying Every Visible Detail From a Busy Screenshot
A complete transcript is not always useful. Focus on the controls, messages, and interface state that matter most.
Leaving Out the Outcome
A process diagram is incomplete if the ending is missing. Include whether the workflow ends in approval, rejection, escalation, confirmation, or closure.
Using Vague References
Words like “this,” “that,” and “it” can make a description unclear. Name the item directly whenever possible.
A Simple Workflow for Creating Strong Text Equivalents
To create consistent, useful text equivalents, follow a repeatable process.
1. Identify the Purpose
What is the visual doing in the document? Is it explaining, proving, comparing, instructing, or confirming?
2. Choose the Right Format
Depending on the content, use:
- Short alt text
- Long description
- Semantic table markup
- Caption plus summary
- Transcript for text-heavy visuals
3. Extract the Essential Information
Include what matters most:
- Names and labels
- Key numbers and units
- Steps and outcomes
- Branching decisions
- Interface states
- Exact visible messages when important
4. Edit for Clarity
Remove redundancy. Replace vague wording with specific terms. Keep the language direct and plain.
5. Test the Result Without the Image
Ask a simple question: if the visual disappeared, would the text still communicate the core meaning?
If the answer is no, revise it.
Best Practices for Blogging Teams and Content Workflows
A strong blogging workflow keeps content moving without making the work feel rushed, mechanical, or overmanaged. The goal is simple: publish useful, accurate, well-edited content on a predictable schedule, with every team member clear on their role.
Modern blogging teams also need to balance SEO, reader trust, subject-matter accuracy, brand voice, and AI-assisted production. Google’s current guidance still emphasizes helpful, reliable, people-first content rather than content made mainly to manipulate rankings. It also allows generative AI as a tool, but warns against using automation to mass-produce low-value pages. (Google for Developers)
1. Start With a Clear Content Strategy
Before assigning blog posts, the team should agree on the purpose of the blog. A good strategy answers these questions:
What audience are we trying to help?
What topics are we qualified to cover?
What problems should our articles solve?
What tone and level of detail should we use?
How will each article support the business, publication, or brand?
Without this foundation, teams often chase keywords, trends, or random ideas. That leads to scattered content and uneven quality. A documented strategy gives editors, writers, SEO specialists, and subject-matter experts a shared standard for deciding what deserves to be published.
2. Use an Editorial Calendar as the Team’s Control Center
An editorial calendar should show what is being created, who owns it, when it is due, and where it stands in the workflow. Common fields include title, target keyword or topic, audience, writer, editor, due date, publish date, status, content type, URL, and update date.
Editorial calendars help teams see bottlenecks, balance workloads, and keep publishing consistent. Semrush notes that a content calendar helps teams track each piece’s stage, responsibilities, delays, and publishing cadence. Atlassian similarly describes an editorial calendar as a way to keep content organized, consistent, and high quality. (Semrush)
A simple status flow might look like this:
| Stage | Owner | Purpose |
|---|---|---|
| Idea Proposed | Writer, editor, SEO | Capture possible topics |
| Approved | Content lead | Confirm strategic fit |
| Brief Ready | Editor or SEO lead | Define angle, audience, structure |
| Drafting | Writer | Create the first version |
| Editorial Review | Editor | Improve clarity, accuracy, structure, voice |
| Expert Review | SME or reviewer | Confirm technical or factual accuracy |
| SEO Review | SEO lead or editor | Check search intent, headings, metadata, internal links |
| Final QA | Publisher or editor | Check formatting, links, images, disclosures |
| Published | Publisher | Push live |
| Monitored | Analyst or editor | Track performance |
| Refreshed | Editor, writer | Update stale or underperforming content |
3. Define Roles Before the Work Begins
Blogging teams break down when everyone assumes someone else is responsible for quality. Each article should have one clear owner at every stage.
The main roles usually include:
Content lead: Sets strategy, approves topics, manages priorities, and resolves conflicts.
Managing editor: Runs the calendar, assigns work, enforces deadlines, and protects quality.
Writer: Produces the draft based on the brief, audience, and editorial standards.
Subject-matter expert: Reviews factual accuracy and adds real-world insight.
SEO specialist: Helps shape search intent, keyword targeting, internal linking, and metadata.
Copy editor: Checks grammar, clarity, consistency, and style.
Publisher: Formats the post, adds images, checks links, and schedules publication.
Analyst: Tracks performance and recommends updates.
Smaller teams can combine roles, but they should not skip the responsibilities. One person can be both writer and publisher, for example, but the article still needs a drafting stage, an editing stage, and a final check.
4. Create Strong Content Briefs
A content brief prevents wasted drafts. It should give the writer enough direction to hit the mark without turning the assignment into a rigid template.
A useful brief includes:
The working title
The reader’s main question or problem
The search intent
Primary and secondary keywords
Required points to cover
Questions the article must answer
Internal links to include
External sources or data to consider
Tone and reading level
Word count range
Expert input needed
Deadline and publication target
The brief should also define what the article should not do. For example, it may say, “Do not turn this into a product comparison,” or “Avoid generic beginner advice.” Boundaries like these save editing time.
5. Build Quality Control Into the Workflow
Quality should not depend on one final proofread. It should be built into every stage.
A practical quality checklist should include:
Does the article answer the reader’s main question early?
Is the information accurate and current?
Does the article show real expertise or useful experience?
Are headings clear and useful?
Is the article organized in a logical order?
Are claims supported where needed?
Are links working and relevant?
Are images properly named, compressed, and described?
Is the title accurate rather than clickbait?
Is the content original, useful, and not just a rewrite of existing search results?
Google’s SEO guidance recommends using words people would use when searching, placing them in prominent locations such as titles, headings, alt text, and link text, while still keeping the content useful for people. (Google for Developers)
6. Keep SEO Practical, Not Mechanical
SEO should help the reader find and understand the content. It should not make the article stiff or repetitive.
Good SEO workflow habits include:
Match the article to search intent.
Use one clear primary topic.
Write a useful title and meta description.
Use descriptive headings.
Add internal links to related posts.
Use schema only where appropriate.
Optimize images for speed and accessibility.
Review competing pages, but do not copy their structure blindly.
Update older posts when facts, links, or recommendations change.
Google’s SEO starter guide frames SEO as a way to help search engines crawl, index, and understand content that was built for users. That is a useful principle for blog teams: make the page clear for search engines, but write it for people. (Google for Developers)
7. Use AI Carefully and Transparently Inside the Workflow
AI can help blogging teams brainstorm topics, outline articles, summarize research, create draft briefs, repurpose content, and check for gaps. It should not replace judgment, expertise, or editorial review.
A responsible AI workflow should require human review for:
Factual claims
Legal, medical, financial, or safety-related content
Tone and brand voice
Originality
Quotes and citations
Product claims
Statistics
Author expertise
Google’s guidance says generative AI can be useful for research and structure, but mass-producing pages without adding value may violate spam policies. That makes human editing, expert review, and clear editorial standards essential. (Google for Developers)
8. Set a Realistic Publishing Cadence
A blog team should publish at a pace it can sustain. Publishing three excellent articles per week is better than publishing ten thin articles that need heavy revision later.
The right cadence depends on team size, topic complexity, review needs, and promotion capacity. A highly regulated topic may need a slower workflow with expert and legal review. A lifestyle blog may move faster but still needs editing, image checks, and SEO review.
A good cadence leaves time for:
Research
Writing
Editing
Fact-checking
Visuals
Formatting
Promotion
Performance review
Content updates
A calendar should include both new articles and refreshes of old articles. Many teams focus too much on new posts and forget that older content can lose accuracy, rankings, and usefulness over time.
9. Create a Repeatable Review Process
Review should be structured, not random. Too many reviewers can slow the work down, while too few can let mistakes through.
A clean review process usually works like this:
First, the editor reviews structure, clarity, and usefulness.
Second, the subject-matter expert checks accuracy.
Third, the SEO reviewer checks search alignment and internal links.
Fourth, the copy editor polishes grammar and style.
Fifth, the publisher performs final formatting and technical QA.
The team should agree on how feedback is handled. Comments should be specific, actionable, and tied to the article’s goal. Vague notes such as “make this better” or “add more value” waste time. Better notes say exactly what is missing, unclear, unsupported, or off-brand.
10. Maintain a Style Guide
A style guide keeps the blog consistent as the team grows. It should cover:
Voice and tone
Preferred spelling and punctuation
Heading style
Capitalization
Source standards
Citation rules
Image rules
Product or brand references
AI use rules
Accessibility standards
Forbidden phrases or claims
Formatting rules
The style guide should be short enough that people actually use it. A 10-page working guide is often more useful than a 70-page manual that no one opens.
11. Track Performance After Publishing
Publishing is not the end of the workflow. Each article should be monitored after it goes live.
Useful metrics include:
Organic traffic
Search impressions
Click-through rate
Average position
Engagement time
Conversions
Newsletter signups
Internal link clicks
Assisted conversions
Backlinks
Comments or reader questions
Content decay
The team should review performance on a regular schedule. For many blogs, a monthly review is enough. High-volume teams may review weekly. The point is to learn which topics, formats, and angles are working.
12. Build a Refresh Workflow
Older posts should be reviewed and updated when they become outdated, lose traffic, contain broken links, or no longer match search intent.
A refresh may include:
Updating facts and dates
Replacing outdated screenshots
Adding new sections
Improving headings
Strengthening the introduction
Adding internal links
Removing thin or duplicate sections
Updating title tags and meta descriptions
Improving examples
Adding expert insight
Content refreshes often require less time than brand-new articles and can protect the value of work the team has already done.
13. Reduce Bottlenecks With Clear Rules
Most content delays come from unclear ownership, late feedback, missing briefs, or too many approval layers.
To reduce bottlenecks:
Assign one decision-maker per article.
Use deadlines for review, not just drafting.
Limit approval rounds.
Keep all comments in one place.
Use templates for briefs and QA.
Document recurring decisions.
Hold short workflow reviews when delays repeat.
The best workflow is not the most complicated one. It is the one the team can follow consistently.
14. Run the Team With a Simple Meeting Rhythm
Blog teams do not need constant meetings. They need predictable communication.
A practical rhythm might include:
A quarterly strategy session for themes, priorities, and goals.
A monthly calendar meeting to approve topics and schedule assignments.
A weekly editorial check-in to review blockers and deadlines.
Asynchronous updates inside the project management tool.
Meetings should solve problems, not duplicate the calendar.
15. Protect the Reader’s Trust
Every blogging workflow should end with the same question: “Will this help the reader?”
That question should guide topic selection, writing, editing, SEO, AI use, and publishing decisions. A blog that earns trust over time usually does three things well: it answers real questions, it avoids exaggeration, and it keeps its information accurate.
The best blogging teams are not just content producers. They are editorial systems. They combine planning, expertise, editing, publishing discipline, and performance review into one repeatable process. When that system works, the team can publish consistently without sacrificing quality.
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